Zhisheng Niu | NIULABhttps://souig.github.io/authors/zhisheng-niu/Zhisheng NiuHugo Blox Builder (https://hugoblox.com)enThu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/authors/zhisheng-niu/avatar_hu_1309fd6d5661f725.jpgZhisheng Niuhttps://souig.github.io/authors/zhisheng-niu/CoSTr: a Fully Sparse Transformer with Mutual Information for Pragmatic Collaborative Perceptionhttps://souig.github.io/publication/costr-sparse-282/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/costr-sparse-282/DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Drivinghttps://souig.github.io/publication/dh-vlm-293/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/dh-vlm-293/SparseCoM: Fully Sparse Collaborative Perception via Mixture of BEV Expertshttps://souig.github.io/publication/sparsecom-bev-292/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/sparsecom-bev-292/UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Drivinghttps://souig.github.io/publication/unimm-v2x-281/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/unimm-v2x-281/, AI-Assisted Low Information Latency Wireless Networkinghttps://souig.github.io/publication/ai-assisted-062/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/ai-assisted-062/, Basestationsleepingandresourceallocationinrenewable energypoweredcellularnetworkshttps://souig.github.io/publication/basestationsleepingandresourceallocationinrenewable-energypoweredcellularnetworks-117/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/basestationsleepingandresourceallocationinrenewable-energypoweredcellularnetworks-117/, Discretespatialcompressionbeyondbeamspacechannelsparsitybased onbranch-and-boundhttps://souig.github.io/publication/discretespatialcompressionbeyondbeamspacechannelsparsitybased-onbranch-206/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/discretespatialcompressionbeyondbeamspacechannelsparsitybased-onbranch-206/, Energy-awarenetworkplanningforwirelesscellular systemwithinter-cellcooperationhttps://souig.github.io/publication/energy-awarenetworkplanningforwirelesscellular-131/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-awarenetworkplanningforwirelesscellular-131/, Energy-awaretrafficoffloadingforgreen heterogeneousnetworkshttps://souig.github.io/publication/energy-awaretrafficoffloadingforgreen-103/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-awaretrafficoffloadingforgreen-103/, Exploitingmovingintelligence: Delay-optimizedcomputation offloadinginvehicularfognetworkshttps://souig.github.io/publication/exploitingmovingintelligence-delay-070/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/exploitingmovingintelligence-delay-070/, Howmanysmallcellscanbeturnedoffviaverticaloffloading underaseparationarchitecture?https://souig.github.io/publication/howmanysmallcellscanbeturnedoffviaverticaloffloading-underaseparationarchitecture-107/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/howmanysmallcellscanbeturnedoffviaverticaloffloading-underaseparationarchitecture-107/, Joint Frame Structureand Beamwidth Optimizationfor Integrated Localizationand Communicationhttps://souig.github.io/publication/joint-frame-157/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/joint-frame-157/, Joint Optimizationof Schedulingand Power Controlin Wireless Networks: Multi-Dimensional Modelingand Decompositionhttps://souig.github.io/publication/joint-optimizationof-073/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/joint-optimizationof-073/, Learning-Based Remote Channel Inference: Feasibility Analysisand Case Studyhttps://souig.github.io/publication/learning-based-068/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/learning-based-068/, Pilot-datasuperpositionforbeam-basedFDDmassive MIMOdownlinkshttps://souig.github.io/publication/pilot-datasuperpositionforbeam-094/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/pilot-datasuperpositionforbeam-094/, Recursivewaterfillingforwirelesslinkswithenergyhar-vesting transmittershttps://souig.github.io/publication/recursivewaterfillingforwirelesslinkswithenergyhar-vesting-118/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/recursivewaterfillingforwirelesslinkswithenergyhar-vesting-118/Adaptive learning-based task of- floading for vehicular edge computing systemshttps://souig.github.io/publication/adaptive-learning-074/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adaptive-learning-074/Adaptive Privacy-Preserving Coded Computing With Hierarchical Task Partitioninghttps://souig.github.io/publication/adaptive-privacy-018/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adaptive-privacy-018/Adynamicprogrammingapproachforbasestationsleepingincellular networkshttps://souig.github.io/publication/adynamicprogrammingapproachforbasestationsleepingincellular-networks-132/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adynamicprogrammingapproachforbasestationsleepingincellular-networks-132/Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constrainthttps://souig.github.io/publication/age-optimal-176/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/age-optimal-176/Age-Optimal Schedulingfor Heterogeneous Traffic with Timely-Throughput Constrainthttps://souig.github.io/publication/age-optimal-047/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/age-optimal-047/Anovelprecodingschemefordynamicbasestationcooperationwith overlappedclustershttps://souig.github.io/publication/anovelprecodingschemefordynamicbasestationcooperationwith-overlappedclusters-128/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/anovelprecodingschemefordynamicbasestationcooperationwith-overlappedclusters-128/Antenna-beam spatial transformation in C-RAN with large antenna arrayshttps://souig.github.io/publication/antenna-beam-217/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/antenna-beam-217/APredictive Frame Transmission Schemefor Cloud Gaming in Mobile Edge Cloudlet Systemshttps://souig.github.io/publication/apredictive-frame-029/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/apredictive-frame-029/AUnified Sampling and Scheduling Approach for Status Updatein Multiaccess Wireless Networkshttps://souig.github.io/publication/aunified-sampling-192/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/aunified-sampling-192/AUoI-Optimal Policyfor Timely Status 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networkswithbasestationsleepingcontrolhttps://souig.github.io/publication/characterizing-energy-112/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/characterizing-energy-112/CHORUS:frameworkforscalablecollaborationinhetero- geneousnetworkswithcognitivesynergetichttps://souig.github.io/publication/chorus-frameworkforscalablecollaborationinhetero-124/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/chorus-frameworkforscalablecollaborationinhetero-124/Closed-Form Analysisof Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitterhttps://souig.github.io/publication/closed-form-067/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/closed-form-067/Closed-Form Whittle’s Index-Enabled Random Accessfor Timely Status Updatehttps://souig.github.io/publication/closed-form-058/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/closed-form-058/Coded Computation across Shared Heterogeneous Workers with Communication Delayhttps://souig.github.io/publication/coded-computation-037/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/coded-computation-037/Collaborative mobile clouds: an energy efficient paradigmforcontentsharinghttps://souig.github.io/publication/collaborative-mobile-087/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/collaborative-mobile-087/Collaborative Perception Oriented Wireless Com- municationsfor Intelligent Unmanned Systemshttps://souig.github.io/publication/collaborative-perception-017/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/collaborative-perception-017/CONCERT: a cloud-based architecture for next- generationcellularsystemshttps://souig.github.io/publication/concert-a-116/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/concert-a-116/Data-drivenusercomplaintpredictionfor mobileaccessnetworkshttps://souig.github.io/publication/data-drivenusercomplaintpredictionfor-079/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/data-drivenusercomplaintpredictionfor-079/Deep learning based optimization in wireless networkhttps://souig.github.io/publication/deep-learning-221/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/deep-learning-221/Deep Nap: Data-drivenbasestationsleepingopera- tionsthroughdeepreinforcementlearninghttps://souig.github.io/publication/deep-nap-078/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/deep-nap-078/Delay Optimization of Coded Computing With Hierarchical Task Partitioninghttps://souig.github.io/publication/delay-optimization-026/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/delay-optimization-026/Delay-constrainedenergy-optimalbasestationsleeping controlhttps://souig.github.io/publication/delay-constrainedenergy-102/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/delay-constrainedenergy-102/Distributed Policy Learning Based Random Access for Diversified QoSRequirementshttps://souig.github.io/publication/distributed-policy-189/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributed-policy-189/Distributed Task Replication for Vehicular Edge Computing: Perfor- mance Analysisand Learning-based Algorithmhttps://souig.github.io/publication/distributed-task-049/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributed-task-049/Distributedadaptationofquantizedfeedbackfordownlinknetwork MIMOsystemshttps://souig.github.io/publication/distributedadaptationofquantizedfeedbackfordownlinknetwork-mimosystems-133/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributedadaptationofquantizedfeedbackfordownlinknetwork-mimosystems-133/Dynamic channel acquisition in MU-MIMOhttps://souig.github.io/publication/dynamic-channel-115/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/dynamic-channel-115/Edge Learningwith Timeliness Constraints: Chal- lengesand Solutionshttps://souig.github.io/publication/edge-learningwith-051/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/edge-learningwith-051/Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Collaborative Mobile Cloudshttps://souig.github.io/publication/energy-efficient-141/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-efficient-141/Energy-Efficient Collaborative Percep- tion: ABlock-SkippingDNNApproachwith Dynamic Frequency Scalingand Environment Aware- nesshttps://souig.github.io/publication/energy-efficient-002/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-efficient-002/Energy-optimal computation offloading withdelayconstraintsinmobileedgecomputingsystemswithheterogeneouscloudshttps://souig.github.io/publication/energy-optimal-054/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-optimal-054/Energy-optimalanddelay-boundedcompu- tationoffloadinginmobileedgecomputingwithheterogeneouscloudshttps://souig.github.io/publication/energy-optimalanddelay-139/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-optimalanddelay-139/Energy-sustainabletrafficsteeringfor 5Gmobilenetworkshttps://souig.github.io/publication/energy-sustainabletrafficsteeringfor-092/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-sustainabletrafficsteeringfor-092/Energyefficientnetworkplanninganddynamiccontrolforhyper- cellularnetworkhttps://souig.github.io/publication/energyefficientnetworkplanninganddynamiccontrolforhyper-cellularnetwork-093/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energyefficientnetworkplanninganddynamiccontrolforhyper-cellularnetwork-093/Exploitingwirelesschannel stateinformationstructuresbeyondlinearcorrelations: Adeeplearningapproachhttps://souig.github.io/publication/exploitingwirelesschannel-stateinformationstructuresbeyondlinearcorrelations-077/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/exploitingwirelesschannel-stateinformationstructuresbeyondlinearcorrelations-077/Green Delivery: Proactive content caching and pushwithenergy-harvesting-basedsmallcellshttps://souig.github.io/publication/green-delivery-111/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/green-delivery-111/Grouping-based Schedulingunder Age of Correlated Information Constraintshttps://souig.github.io/publication/grouping-based-014/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/grouping-based-014/Improving Device-Edge Cooperative In- ferenceof Deep Learningvia2-Step Pruninghttps://souig.github.io/publication/improving-device-190/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/improving-device-190/Improving the energy efficiency of two-tier heterogeneous cellular networksthroughpartialspectrumreusehttps://souig.github.io/publication/improving-the-123/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/improving-the-123/Infrastructure-Assisted Collaborative Perceptionin Automated Valet Parking: ASafety Perspectivehttps://souig.github.io/publication/infrastructure-assisted-154/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/infrastructure-assisted-154/Interference-awarerelayselectionschemefortwo-hoprelaynetworks withmultiplesource-destinationpairshttps://souig.github.io/publication/interference-awarerelayselectionschemefortwo-126/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/interference-awarerelayselectionschemefortwo-126/Intermittent CSI update for massive MIMO systems with heterogeneoususermobilityhttps://souig.github.io/publication/intermittent-csi-069/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/intermittent-csi-069/Joint Device Scheduling and 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+0000https://souig.github.io/publication/learning-basedtaskoffloadingforvehicular-207/MASS:Mobility-Aware Sensor Schedulingof Coopera- tive Perceptionfor Connected Automated Drivinghttps://souig.github.io/publication/mass-mobility-027/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/mass-mobility-027/Mobility-awarecoded-cachingschemeforsmallcellnetworkhttps://souig.github.io/publication/mobility-awarecoded-215/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/mobility-awarecoded-215/Multiuser Co-inference with Batch Processing Capable Edge Serverhttps://souig.github.io/publication/multiuser-co-034/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/multiuser-co-034/On precoding for overlapped clustering in a measured urbanmacrocellularenvironmenthttps://souig.github.io/publication/on-precoding-127/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/on-precoding-127/Only Those Requested Count: Proactive Scheduling 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links: Analytical Solutionswith Asymptotic Optimalityhttps://souig.github.io/publication/timely-status-071/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/timely-status-071/Traffic-awarebasestationsleepingcontrolandpowermatch-ingfor energy-delaytradeoffsingreencellularnetworkshttps://souig.github.io/publication/traffic-awarebasestationsleepingcontrolandpowermatch-122/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/traffic-awarebasestationsleepingcontrolandpowermatch-122/Urgencyof Informationfor Context-Aware Timely Status Updates in Remote Control Systemshttps://souig.github.io/publication/urgencyof-informationfor-052/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/urgencyof-informationfor-052/Water-filling: Ageometricapproachanditsapplicationtosolve generalizedradioresourceallocationproblemshttps://souig.github.io/publication/water-filling-120/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/water-filling-120/MoRFF:Multi-View Object Detection for Connected Autonomous Drivingunder Communicationand Localization Limitationshttps://souig.github.io/publication/morff-multi-160/Sun, 01 Jan 2023 00:00:00 +0000https://souig.github.io/publication/morff-multi-160/NI-MAC:MACProtocol Designfor Neural Interfaceshttps://souig.github.io/publication/ni-mac-158/Sun, 01 Jan 2023 00:00:00 +0000https://souig.github.io/publication/ni-mac-158/Random Access Protocol Designand Analysisfor Neural Inter- faces Under Non-Saturated Regimehttps://souig.github.io/publication/random-access-159/Sun, 01 Jan 2023 00:00:00 +0000https://souig.github.io/publication/random-access-159/, DOLPHINS:Datasetforcollaborativeper-ception enabled harmonious and interconnected self-drivinghttps://souig.github.io/publication/dolphins-datasetforcollaborativeper-166/Sat, 01 Jan 2022 00:00:00 +0000https://souig.github.io/publication/dolphins-datasetforcollaborativeper-166/Online V2X Scheduling for Raw-Level Cooperative Perceptionhttps://souig.github.io/publication/online-v2x-168/Sat, 01 Jan 2022 00:00:00 +0000https://souig.github.io/publication/online-v2x-168/Time-Correlated Sparsificationfor Efficient Over-the-Air Model Aggregationin Wireless Federated Learninghttps://souig.github.io/publication/time-correlated-169/Sat, 01 Jan 2022 00:00:00 +0000https://souig.github.io/publication/time-correlated-169/Device Scheduling and Resource Allocation for Federated Learningunder Delayand Energy Constraintshttps://souig.github.io/publication/device-scheduling-170/Fri, 01 Jan 2021 00:00:00 +0000https://souig.github.io/publication/device-scheduling-170/The Impact of Interference Reflection on Reconfigurable Intelligent Surface-Aided Directional Transmissionshttps://souig.github.io/publication/the-impact-172/Fri, 01 Jan 2021 00:00:00 +0000https://souig.github.io/publication/the-impact-172/, Device Schedulingwith Fast Convergencefor Wireless Federated Learn- inghttps://souig.github.io/publication/device-schedulingwith-179/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/device-schedulingwith-179/ADeep Reinforcement Learning Frame- workto Combat Dynamic Blockageinmm WaveV2XNetworkshttps://souig.github.io/publication/adeep-reinforcement-181/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/adeep-reinforcement-181/Beyond Age: Urgencyof Informationfor Timeliness Guaranteein Status Update Systemshttps://souig.github.io/publication/beyond-age-182/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/beyond-age-182/Space-air-groundintegratedvehicularnetworkforconnected and automated vehicles: Challenges and solutionshttps://souig.github.io/publication/space-air-138/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/space-air-138/Timely Status Update Basedon Urgencyof Informationwith Statistical Contexthttps://souig.github.io/publication/timely-status-174/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/timely-status-174/, Scalable Multi-Agent Learningfor Situationally- Aware Multiple-Accessand Grant-Free Transmissionshttps://souig.github.io/publication/scalable-multi-188/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/scalable-multi-188/Bi Directionalmissionoffloadingforagilespace- air-groundintegratednetworkshttps://souig.github.io/publication/bi-directionalmissionoffloadingforagilespace-076/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/bi-directionalmissionoffloadingforagilespace-076/Context-Aware Information Lapse for Timely Status Updates in Remote Control Systemshttps://souig.github.io/publication/context-aware-185/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/context-aware-185/Service Function Chain Planningwith Resource Balancingin Space-Air-Ground Integrated Networkshttps://souig.github.io/publication/service-function-184/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/service-function-184/, Joint Optimizationof Cache Allocationand Content Placementin Urban Vehicular Networkshttps://souig.github.io/publication/joint-optimizationof-196/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/joint-optimizationof-196/ATwo-Step Learningand Interpolation Methodfor Location-Based Channel Database Constructionhttps://souig.github.io/publication/atwo-step-199/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/atwo-step-199/Can Decentralized Status Update Achieve Uni- versally Near-Optimal Age-of-Informationin Wireless Multiaccess Channels?https://souig.github.io/publication/can-decentralized-202/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/can-decentralized-202/Decentralized status update for age- of-informationoptimizationinwirelessmultiaccesschannelshttps://souig.github.io/publication/decentralized-status-204/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/decentralized-status-204/Improved Scaling Lawfor Status Update Timelinessin Massive IoT by Elastic Spatial Multiplexinghttps://souig.github.io/publication/improved-scaling-197/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/improved-scaling-197/Inferring Remote Channel State Infor- mation: Cramer-Rao Lower Boundand Deep Learning Implementationhttps://souig.github.io/publication/inferring-remote-198/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/inferring-remote-198/Mode Selection in UAV-aided Vehicular Network: an Evolutionary Game Approachhttps://souig.github.io/publication/mode-selection-201/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/mode-selection-201/Task Replication for Vehicular Edge Computing: A Combinatorial Multi-Armed Banditbased Approachhttps://souig.github.io/publication/task-replication-195/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/task-replication-195/Time-sequence channel inference for beam alignment in vehicularnetworkshttps://souig.github.io/publication/time-sequence-200/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/time-sequence-200/, HowoftenshouldCSIbeupdatedformassiveMIMOsystems withmassiveconnectivity?https://souig.github.io/publication/howoftenshouldcsibeupdatedformassivemimosystems-withmassiveconnectivity-209/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/howoftenshouldcsibeupdatedformassivemimosystems-withmassiveconnectivity-209/Ablockcoordinatedupdatemethodforbeam-basedmassiveMIMO downlinkschedulingbasedonstatisticalCSIhttps://souig.github.io/publication/ablockcoordinatedupdatemethodforbeam-basedmassivemimo-208/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/ablockcoordinatedupdatemethodforbeam-basedmassivemimo-208/Elasticlocalbreakoutstrategyandimplementationfor delay-sensitivepacketswithlocalsignificancehttps://souig.github.io/publication/elasticlocalbreakoutstrategyandimplementationfor-delay-212/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/elasticlocalbreakoutstrategyandimplementationfor-delay-212/Proactive content push in heterogeneous networks with multiple energyharvestingsmallcellshttps://souig.github.io/publication/proactive-content-214/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/proactive-content-214/, Scalablenon-orthogonalpilotdesignformassiveMIMOsystemswith massiveconnectivityhttps://souig.github.io/publication/scalablenon-orthogonalpilotdesignformassivemimosystemswith-222/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/scalablenon-orthogonalpilotdesignformassivemimosystemswith-222/Jointoptimizationofcontentcachingandpushinrenewable energypoweredsmallcellshttps://souig.github.io/publication/jointoptimizationofcontentcachingandpushinrenewable-energypoweredsmallcells-223/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/jointoptimizationofcontentcachingandpushinrenewable-energypoweredsmallcells-223/On the online minimization of completion time in an energy har- vestingsystemhttps://souig.github.io/publication/on-the-225/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/on-the-225/Pricing policy and computational resource provi- sioningfor Delay-awaremobileedgecomputinghttps://souig.github.io/publication/pricing-policy-224/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/pricing-policy-224/A Cooperative scheduling scheme of local cloud andinternetcloudfordelay-awaremobilecloudcomputinghttps://souig.github.io/publication/a-cooperative-228/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/a-cooperative-228/Energy-efficienttaskoffloadingformultiusermobilecloud computinghttps://souig.github.io/publication/energy-efficienttaskoffloadingformultiusermobilecloud-229/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/energy-efficienttaskoffloadingformultiusermobilecloud-229/Graph-basedframeworkforflexiblebasebandfunction splittingandplacement in C-RANhttps://souig.github.io/publication/graph-basedframeworkforflexiblebasebandfunction-231/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/graph-basedframeworkforflexiblebasebandfunction-231/On dimensionality loss in FDD Massive MIMO Systemshttps://souig.github.io/publication/on-dimensionality-233/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/on-dimensionality-233/Optimal Power Allocationon Discrete Energy Harvesting Modelhttps://souig.github.io/publication/optimal-power-144/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/optimal-power-144/Proactive push with energy harvesting based small cells in heterogeneousnetworkshttps://souig.github.io/publication/proactive-push-230/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/proactive-push-230/RF chain and user selection for multiuser MIMO systems underrandomdataarrivalhttps://souig.github.io/publication/rf-chain-232/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/rf-chain-232/Seeingtheunobservable: channellearningforwirelesscom- municationnetworkshttps://souig.github.io/publication/seeingtheunobservable-channellearningforwirelesscom-227/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/seeingtheunobservable-channellearningforwirelesscom-227/Spatialtrafficshapinginheterogeneous cellular networks with energy harvestinghttps://souig.github.io/publication/spatialtrafficshapinginheterogeneous-cellular-226/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/spatialtrafficshapinginheterogeneous-cellular-226/Userschedulinginpilot-assistedTDDmultiuserMIMOsystemshttps://souig.github.io/publication/userschedulinginpilot-assistedtddmultiusermimosystems-234/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/userschedulinginpilot-assistedtddmultiusermimosystems-234/, Onthestatisticalmultiplexinggainofvirtualbasestationpoolshttps://souig.github.io/publication/pub-236/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/pub-236/, Trafficawareoffloading for BSsleepinginheterogeneousnet-workshttps://souig.github.io/publication/trafficawareoffloading-for-238/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/trafficawareoffloading-for-238/A practical channel allocation scheme based on the weighted conflict graph in heterogeneous networkshttps://souig.github.io/publication/a-practical-239/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/a-practical-239/Downlinkbasestationcooperationwithenergyharvestinghttps://souig.github.io/publication/pub-237/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/pub-237/Energy-efficiencyandspectrum-efficiencytradeoffincoor- dinatedsmall-cellnetworkshttps://souig.github.io/publication/energy-efficiencyandspectrum-240/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/energy-efficiencyandspectrum-240/Energy-efficientantennaselectionandpowerallocationfor large-scale multiple antenna systems with hybrid energy supplyhttps://souig.github.io/publication/energy-efficientantennaselectionandpowerallocationfor-235/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/energy-efficientantennaselectionandpowerallocationfor-235/Traffic-aware data and signaling resource managementforgreencellularnetworkshttps://souig.github.io/publication/traffic-aware-241/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/traffic-aware-241/Traffic-aware network planning and green operation with BSsleepingandcellzoominghttps://souig.github.io/publication/traffic-aware-147/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/traffic-aware-147/, Spatialmodelingofscalablespatially-correlatedlog-normaldis-tributed traffic inhomogeneity and energy-efficient network planninghttps://souig.github.io/publication/spatialmodelingofscalablespatially-correlatedlog-246/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/spatialmodelingofscalablespatially-correlatedlog-246/Energy Saving in Cellular Networks by Dynamic RS-BS Association andBSSwitchinghttps://souig.github.io/publication/energy-saving-149/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/energy-saving-149/Jointoptimizationoffrequencyallocationanduserassociationwith differentiatedserviceinhyper-cellularnetworkshttps://souig.github.io/publication/jointoptimizationoffrequencyallocationanduserassociationwith-differentiatedserviceinhyper-245/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/jointoptimizationoffrequencyallocationanduserassociationwith-differentiatedserviceinhyper-245/Optimalwake-upmechanismforsinglebasestationwith sleepmodehttps://souig.github.io/publication/optimalwake-upmechanismforsinglebasestationwith-244/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/optimalwake-upmechanismforsinglebasestationwith-244/Sleep control for base station powered by heterogenous energy sourceshttps://souig.github.io/publication/sleep-control-243/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/sleep-control-243/Capacity bounds of downlink network MIMO systems with inter- clusterinterferencehttps://souig.github.io/publication/capacity-bounds-247/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/capacity-bounds-247/Energy efficiency and resource optimized hyper- cellular mobile communication system architecture and its technical challengeshttps://souig.github.io/publication/energy-efficiency-130/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/energy-efficiency-130/Energymanagementandresourceoptimizationforwireless communications under dynamic energy harvestinghttps://souig.github.io/publication/energymanagementandresourceoptimizationforwireless-communications-129/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/energymanagementandresourceoptimizationforwireless-communications-129/Improvingnetworkthroughputin 60GHz WLANs via multi-AP diversityhttps://souig.github.io/publication/improvingnetworkthroughputin-60ghz-248/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/improvingnetworkthroughputin-60ghz-248/Optimal base station density for energy-efficient heterogeneous net- workshttps://souig.github.io/publication/optimal-base-249/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/optimal-base-249/Minimizingtransmitpowerinavirtual-celldown- linkwithdistributedantennashttps://souig.github.io/publication/minimizingtransmitpowerinavirtual-celldown-250/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/minimizingtransmitpowerinavirtual-celldown-250/Multi-hoprelaynetworkforbasestationenergysavinganditsperfor- manceevaluationhttps://souig.github.io/publication/multi-hoprelaynetworkforbasestationenergysavinganditsperfor-251/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/multi-hoprelaynetworkforbasestationenergysavinganditsperfor-251/On optimal relay placement and sleep control to improve en- ergyefficiencyincellularnetworkshttps://souig.github.io/publication/on-optimal-253/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/on-optimal-253/Queuing on energy-efficient wireless transmissions with adaptive modulationandcodinghttps://souig.github.io/publication/queuing-on-254/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/queuing-on-254/schedulinganddynamicclusteringindownlink cellularnetworkshttps://souig.github.io/publication/schedulinganddynamicclusteringindownlink-cellularnetworks-252/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/schedulinganddynamicclusteringindownlink-cellularnetworks-252/Towards Dynamic Energy- Efficient Operation of Cellular Network Infrastructurehttps://souig.github.io/publication/towards-dynamic-153/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/towards-dynamic-153/