A multiplicative weight perturbation scheme for distributed beamforming in wireless relay networks with 1-bit feedback

This paper focuses on perturbation-based distributed beamforming with 1-bit feedback for wireless amplify-and-forward relay networks. We propose to use multiplicative perturbations based on Givens rotations to adapt the beamforming weights while guaranteeing a sum power constraint for the relays. This perturbation scheme is shown to be computationally efficient and easy to design, thus allowing for low-complexity relay nodes. An adaptation of the Givens rotation angle allows to approach optimum performance arbitrarily close. Numerical simulations demonstrate noticeable performance gains over additive perturbation schemes that have been exclusively considered up to now.

[1]  Robert H. Halstead,et al.  Matrix Computations , 2011, Encyclopedia of Parallel Computing.

[2]  Yindi Jing,et al.  Network Beamforming Using Relays With Perfect Channel Information , 2007, IEEE Transactions on Information Theory.

[3]  L. Grove,et al.  Classical Groups and Geometric Algebra , 2001 .

[4]  James R. Zeidler,et al.  A simple gradient sign algorithm for transmit antenna weight adaptation with feedback , 2003, IEEE Trans. Signal Process..

[5]  Ari Hottinen,et al.  Perturbation-Based Distributed Beamforming for Wireless Relay Networks , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[6]  Peter Larsson,et al.  Large-Scale Cooperative Relaying Network with Optimal Coherent Combining under Aggregate Relay Power Constraints , 2003 .

[7]  Armin Wittneben,et al.  Impact of relay gain allocation on the performance of cooperative diversity networks , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[8]  Jack E. Volder The CORDIC Trigonometric Computing Technique , 1959, IRE Trans. Electron. Comput..

[9]  Balaji Raghothaman Deterministic perturbation gradient approximation for transmission subspace tracking in FDD-CDMA , 2003, IEEE International Conference on Communications, 2003. ICC '03..