Title :
Energy and Sampling Constrained Asynchronous Communication
Author :
Tchamkerten, Aslan ; Chandar, Venkat ; Caire, Giuseppe
Author_Institution :
Dept. of Commun. & Electron., Telecom ParisTech, Paris, France
Abstract :
The minimum energy, and, more generally, the minimum cost, to transmit 1 bit of information was recently derived for bursty communication when the information is available infrequently at random times at the transmitter. This result assumes that the receiver is always in the listening mode and samples all channel outputs until it makes a decision. Since sampling is in practice one of the receiver´s most energy consuming functions, a natural question is to evaluate capacity per unit cost when the receiver is sampling constrained. This paper investigates such a setting where the receiver can sample only a given fraction ρ ∈ (0, 1] of the channel outputs. It is shown that regardless of ρ > 0, the asynchronous capacity per unit cost is the same as under full sampling, i.e., when ρ = 1. Moreover, a sparse output sampling does not even impact decoding delay-the elapsed time between when information is available and when it is decoded. Hence, surprisingly, it suffices to sample an arbitrarily small fraction of the channel outputs and yet achieve the same (asymptotic) performance as under full output sampling.
Keywords :
channel capacity; compressed sensing; decoding; asynchronous capacity per unit cost; bursty communication; capacity evaluation; channel outputs; decoding delay; energy consumption functions; information transmission; sampling constrained asynchronous communication; sparse output sampling; Asynchronous communication; Decoding; Delays; Noise; Receivers; Reliability; Transmitters; Asynchronous communication; bursty communication; capacity per unit cost; change-point detection; energy; error exponents; hypothesis testing; sensor networks; sequential decoding; sparse communication; sparse sampling; synchronization;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2360017