Optimal feedback rate selection for energy harvesting with distributed transmit beamforming

This paper considers wireless power transfer with feedback-based distributed transmit beamforming in a narrowband setting where all nodes have independent local oscillators with stochastic dynamics. The receive node provides periodic feedback to the transmit nodes to facilitate efficient wireless power transfer. The optimal feedback rate to maximize the amount of energy harvested by the receive node per unit of time is analyzed and a method to numerically calculate the optimal feedback rate is provided. The results demonstrate that the efficiency of wireless power transfer can be significantly improved with feedback-based distributed transmit beamforming and feedback rate optimization.

[1]  L. Galleani A tutorial on the two-state model of the atomic clock noise , 2008 .

[2]  Andrea J. Goldsmith,et al.  Energy-constrained modulation optimization , 2005, IEEE Transactions on Wireless Communications.

[3]  Kee Chaing Chua,et al.  Wireless Information and Power Transfer: A Dynamic Power Splitting Approach , 2013, IEEE Transactions on Communications.

[4]  H. Vincent Poor,et al.  Distributed transmit beamforming: challenges and recent progress , 2009, IEEE Communications Magazine.

[5]  D. Richard Brown,et al.  Two-Way Synchronization for Coordinated Multicell Retrodirective Downlink Beamforming , 2011, IEEE Transactions on Signal Processing.

[6]  D. Richard Brown,et al.  Feedback rate optimization in receiver-coordinated distributed transmit beamforming for wireless power transfer , 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

[7]  David Wetherall,et al.  Ambient backscatter: wireless communication out of thin air , 2013, SIGCOMM.

[8]  C. D. Perttunen,et al.  Lipschitzian optimization without the Lipschitz constant , 1993 .

[9]  Upamanyu Madhow,et al.  Receiver-coordinated distributed transmit beamforming with kinematic tracking , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[10]  D. Richard Brown,et al.  Implementation and demonstration of receiver-coordinated distributed transmit beamforming across an ad-hoc radio network , 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

[11]  Lav R. Varshney,et al.  Transporting information and energy simultaneously , 2008, 2008 IEEE International Symposium on Information Theory.

[12]  epczy FREQUENCY STABILITY REQUIREMENTS FOR NARROW BAND RECEIVERS , 2008 .

[13]  D. Richard Brown,et al.  Coherent Distributed Techniques for Tactical Radio Networks: Enabling Long Range Communications with Reduced Size, Weight, Power and Cost , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[14]  D. Richard Brown,et al.  Receiver-coordinated distributed transmit nullforming with local and unified tracking , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[15]  Joshua R. Smith Wirelessly Powered Sensor Networks and Computational RFID , 2013 .

[16]  Thiagalingam Kirubarajan,et al.  Estimation with Applications to Tracking and Navigation , 2001 .