An Efficient Algorithm for Optimum Power Allocation in a Decode-And-Forward Cooperative System with Orthogonal Transmissions

We propose an efficient algorithm that computes the maximum achievable rate of a decode-and-forward multi-relay cooperative system with orthogonal transmissions under total power constraint. In P.A. Angel et al. we have argued that in a system with Q relays the optimum rate can be found by solving Q convex problem despite the fact that the optimization problem is not convex and it belongs to a class of problems with variational inequality constraints. In this paper we show that the number of computations can be reduced from solving Q convex problem to solving only [log(Q)] + 1 convex problems. The proposed algorithm facilitates comparisons with competing alternatives in cooperative systems such as the amplify-and-forward or the compress-and-forward strategies

[1]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[2]  Ashutosh Sabharwal,et al.  Bounds on Achievable Rates for General Multi-terminal Networks with Practical Constraints , 2003, IPSN.

[3]  Bethany L. Nicholson,et al.  Mathematical Programs with Equilibrium Constraints , 2021, Pyomo — Optimization Modeling in Python.

[4]  Roy D. Yates,et al.  Forwarding strategies for Gaussian parallel-relay networks , 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

[5]  Abbas El Gamal,et al.  Capacity theorems for the relay channel , 1979, IEEE Trans. Inf. Theory.

[6]  Michael Gastpar,et al.  Cooperative strategies and capacity theorems for relay networks , 2005, IEEE Transactions on Information Theory.

[7]  Anders Høst-Madsen,et al.  Capacity bounds for Cooperative diversity , 2006, IEEE Transactions on Information Theory.

[8]  M. Vetterli,et al.  On the capacity of large Gaussian relay networks , 2005 .

[9]  Sanjeev R. Kulkarni,et al.  Capacity and Optimal Resource Allocation in the Degraded Gaussian Relay Channel with Multiple Relays , 2002 .

[10]  Abbas El Gamal,et al.  Capacity of a class of relay channels with orthogonal components , 2005, IEEE Transactions on Information Theory.

[11]  Zhi-Quan Luo,et al.  Optimal relayed power allocation in interference-free nonregenerative cooperative systems , 2004, IEEE 5th Workshop on Signal Processing Advances in Wireless Communications, 2004..

[12]  Michael Gastpar,et al.  On the capacity of large Gaussian relay networks , 2005, IEEE Transactions on Information Theory.