Journal of Lightwave Technology · 2017 · 49 citations · 27 references
EngineeringCommunicationElectrical EngineeringInformation TheoryOptimizationWireless CommunicationsBeamformingChannel CapacityChannel PowerOptical Communication SystemsPower OptimizationWireless Channel ModelingBroadcastBroadcast Channel CapacityCapacity Region AnalysisEntropy InequalityPower-constrained CapacitySemidefinite ProgrammingSemidefinite Programming RelaxationSemidefinite Relaxation
In this paper, we study the channel capacity and region for both the single-input-single-output (SISO) channel and broadcast channel (BC) in visible light communication (VLC) systems, under the peak optical power, average optical power, and electrical power constraints. Under the condition that the input signal is continuous, we develop a closed-form lower bound (termed ABG lower bound) and an upper bound for SISO channel using the entropy power inequality and Lagrangian function method. Moreover, a closed-form achievable rate region (termed ABG region) is derived for the VLC BC. Furthermore, for a multi-light-emitting diode and multiuser VLC system, we propose an achievable rate expression for each user, and then investigate a VLC BC beamforming design problem by utilizing the obtained closed-form expression. The beamforming design problem is shown to be NP-hard, and we transform this problem into a convex semidefinite program by using the semidefinite relaxation technique. Finally, numerical results are presented to evaluate the performance of the proposed ABG lower bound/region and the beamforming design.
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Semidefinite Relaxation of Quadratic Optimization Problems
Zhi‐Quan Luo, Wing‐Kin Ma, Anthony Man–Cho So et al. · IEEE Signal Processing Magazine · 2010 · 3.6K citations
Wireless infrared communications
Joseph M. Kahn, John R. Barry · Proceedings of the IEEE · 1997 · 3.3K citations