Title :
Bounds on the outage constrained capacity of the single-antenna Gaussian relay channel
Author :
Grundinger, Andreas ; Gerdes, Lennart ; Joham, Michael ; Utschick, Wolfgang
Author_Institution :
Fachgebiet Methoden der Signalverarbeitung, Tech. Univ. Munchen, München, Germany
Abstract :
We study the probabilistically constrained capacity of a Gaussian relay channel in terms of the corresponding outage constrained decode-and-forward (DF) achievable rate and the cut-set bound (CSB). The probabilistic outage constraint is necessary due to Rayleigh fading and the absence of channel state information (CSI) at the transmitting nodes. The DF outage probability can be calculated in closed form, which allows a direct optimization of the joint source and relay transmit strategy. In contrast, the CSB probability can only be calculated in closed form for noncoherent transmission from the source and relay to the destination. For coherent transmission, we propose two upper bounds based on a genie-aided transmission and Markov´s inequality. The numerical results verify the quality of the bounds.
Keywords :
Gaussian channels; Markov processes; Rayleigh channels; decode and forward communication; probability; relay networks (telecommunication); telecommunication network reliability; CSB probability; CSI; DF outage probability; Gaussian relay channel; Markov´s inequality; Rayleigh fading; channel state information; coherent transmission; cut-set bound; genie-aided transmission; joint source; outage constrained decode-and-forward achievable rate; probabilistic outage constraint; probabilistically constrained capacity; relay transmit strategy; transmitting nodes; Capacity planning; Fading; Optimization; Probabilistic logic; Probability density function; Relays; Upper bound; CSB probability; chance-constrained robust relaying; imperfect CSI; outage constrained DF rate;
Conference_Titel :
Information Sciences and Systems (CISS), 2015 49th Annual Conference on
Conference_Location :
Baltimore, MD
DOI :
10.1109/CISS.2015.7086432