Energy efficient illumination optimization for indoor visible light communication

Communication, illumination, and energy saving are three basic objectives of visible light communication (VLC) system. However, it's difficult to simultaneously optimize these performances. Therefore, this paper jointly optimizes energy consumption and illumination while communication and other constraints are satisfied. The problem is formulated using multi-objective and multi-control-variable optimization. A novel p-optimality based clonal selection algorithm (CLONALG) is developed to solve it. Compared with conventional Pareto optimality method, our algorithm exerts prior preference on optimization objectives, enabling multiple search directions towards the optimal solution set. Simulation results prove that illumination uniformity is improved while LED power consumption is reduced. Also, advantages of p-optimality are identified and validated by comparing with Pareto optimality method.

[1]  Emiliano Carreño Jara Multi-Objective Optimization by Using Evolutionary Algorithms: The $p$-Optimality Criteria , 2014, IEEE Trans. Evol. Comput..

[2]  Myungsik Yoo,et al.  Optimization for link quality and power consumption of visible light communication system , 2014, Photonic Network Communications.

[3]  Stefan Videv,et al.  VLC: Beyond point-to-point communication , 2014, IEEE Communications Magazine.

[4]  Fernando José Von Zuben,et al.  Learning and optimization using the clonal selection principle , 2002, IEEE Trans. Evol. Comput..

[5]  Masao Nakagawa,et al.  Fundamental analysis for visible-light communication system using LED lights , 2004, IEEE Transactions on Consumer Electronics.

[6]  Changyuan Yu,et al.  Performance of a novel LED lamp arrangement to reduce SNR fluctuation for multi-user visible light communication systems. , 2012, Optics express.

[7]  Stefan Schmid,et al.  (In)visible light communication: combining illumination and communication , 2014, SIGGRAPH '14.

[8]  Yuefeng Ji,et al.  Evolutionary Algorithm Based Power Coverage Optimization for Visible Light Communications , 2012, IEEE Communications Letters.

[9]  Myungsik Yoo,et al.  Analysis of the effects of LED direction on the performance of visible light communication system , 2012, Photonic Network Communications.

[10]  J. P. Ding,et al.  Evolutionary algorithm-based optimisation of the signal-to-noise ratio for indoor visible-light communication utilising white light-emitting diode , 2012 .

[11]  Hui Tian,et al.  Joint Illumination-Communication Optimization in Visible Light Communication , 2015, VLCS@MobiCom.