Title :
Mobile ad hoc networks powered by energy harvesting: Battery-level dynamics and spatial throughput
Author_Institution :
Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
Wireless networks can be self sustaining by harvesting energy from ambient sources such as kinetic activities or electromagnetic radiation. In this paper, the spatial throughput of a mobile ad hoc network powered by energy harvesting is analyzed using a stochastic-geometry model where transmitters are Poisson distributed and powered by randomly arriving energy and each transmitter transmits with fixed power to an intended receiver under an outage constraint. We assume that harvested energy is stored in batteries with large capacity. The probability that a transmitter transmits, called transmission probability, is proved using the random-walk theory to be equal to one if the energy-arrival rate is larger than transmission power or otherwise equal to their ratio. This result and the stochastic-geometry theory are applied to maximize the network throughput by optimizing transmission power for a given energy-arrival rate. The maximum network throughput is shown to be proportional to the optimal transmission probability that is equal to one if the transmitter density is below a given function of the energy-arrival rate; otherwise the probability is smaller than one as derived. Moreover, the maximum network throughput is also obtained for the extreme cases of high energy-arrival rates or sparse/dense transmitters.
Keywords :
Poisson distribution; energy harvesting; geometry; mobile ad hoc networks; radio transmitters; telecommunication network reliability; MANET; Poisson distribution; ambient sources; battery-level dynamics; dense transmitters; electromagnetic radiation; energy harvesting; energy-arrival rates; kinetic activities; maximum network throughput; mobile ad hoc networks; optimal transmission probability; outage constraint; random-walk theory; sparse transmitters; spatial throughput; stochastic-geometry model; transmitter density; wireless networks; Batteries; Energy harvesting; Interference; Mobile ad hoc networks; Receivers; Throughput; Transmitters;
Conference_Titel :
Communications (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICC.2013.6655022