Title :
On efficient min-cut approximations in half-duplex relay networks
Author :
Etkin, Raul ; Parvaresh, Farzad ; Shomorony, Ilan ; Avestimehr, Amir Salman
Author_Institution :
Samsung Inf. Syst. America, USA
Abstract :
Computing the cut-set bound in half-duplex (HD) relay networks is a challenging optimization problem that involves an exponential number of variables and constraints (exponential in the number of nodes in the network). We present a general technique for efficiently computing the HD schedule that maximizes the cut-set bound (with i.i.d. input distribution) in layered Gaussian relay networks. We use simulations to show running time improvements over alternative methods and compare the performance of various HD scheduling approaches in different SNR regimes.
Keywords :
Gaussian processes; approximation theory; optimisation; relay networks (telecommunication); Gaussian relay networks; HD relay networks; cut set bound; exponential number; half duplex relay networks; min-cut approximations; optimization problem; Approximation methods; Encoding; High definition video; Optimization; Relays; Schedules; Signal to noise ratio;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620566