Genetic Algorithm-Based Power Allocation for Multiuser MIMO-OFDM Femtocell Networks with ZF Beamforming

In this paper, a power allocation algorithm is proposed for multiuser MIMO-OFDM femtocell networks on downlink, where an objective considers the maximization of the SINR of a macro user that is near the femto base station. Since the macro and the femto base stations share the same spectrum, there is a co-channel interference problem. We propose a power allocation method based on genetic algorithms to enhance the SINR of the macro user. In addition, we also utilize the zero-forcing beamforming design to alleviate the co-channel interference. The simulation results show that the proposed genetic algorithm-based power allocation method with zero-forcing beamforming reveals the best performance, and outperforms the method with equal power allocation.

[1]  Cheol Mun Transmit-antenna selection for spatial multiplexing with ordered successive interference cancellation , 2006, IEEE Transactions on Communications.

[2]  Wei-Chih Hong,et al.  On the Femtocell-Based MVNO Model: A Game Theoretic Approach for Optimal Power Setting , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[3]  Khaled Ben Letaief,et al.  Multiuser OFDM with adaptive subcarrier, bit, and power allocation , 1999, IEEE J. Sel. Areas Commun..

[4]  Jeffrey G. Andrews,et al.  Femtocell networks: a survey , 2008, IEEE Communications Magazine.

[5]  R.W. Brodersen,et al.  Implementation issues in spectrum sensing for cognitive radios , 2004, Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004..

[6]  Xiaoxin Qiu,et al.  Quasi-static resource allocation with interference avoidance for fixed wireless systems , 1999, IEEE J. Sel. Areas Commun..

[7]  Zhimin Zeng,et al.  Power Control in Two-Tier OFDMA Femtocell Networks with Particle Swarm Optimization , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[8]  D.J. Goodman,et al.  Single carrier FDMA for uplink wireless transmission , 2006, IEEE Vehicular Technology Magazine.

[9]  N.D. Sidiropoulos,et al.  On downlink beamforming with greedy user selection: performance analysis and a simple new algorithm , 2005, IEEE Transactions on Signal Processing.

[10]  Yong-Hwan Lee,et al.  Power Control and Beamforming for Femtocells in the Presence of Channel Uncertainty , 2011, IEEE Transactions on Vehicular Technology.

[11]  Wen Xu,et al.  Macro-femto inter-cell interference mitigation for 3GPP LTE-A downlink , 2012, 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[12]  Shlomo Shamai,et al.  On the achievable throughput of a multiantenna Gaussian broadcast channel , 2003, IEEE Transactions on Information Theory.

[13]  Robert W. Heath,et al.  Cooperative Algorithms for MIMO Interference Channels , 2010, IEEE Transactions on Vehicular Technology.

[14]  Andrea J. Goldsmith,et al.  On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming , 2006, IEEE Journal on Selected Areas in Communications.

[15]  David B. Fogel,et al.  An introduction to simulated evolutionary optimization , 1994, IEEE Trans. Neural Networks.

[16]  Chao-Hsien Chu,et al.  Genetic algorithms for communications network design - an empirical study of the factors that influence performance , 2001, IEEE Trans. Evol. Comput..

[17]  Taeyoung Lee,et al.  Interference management in LTE femtocell systems using Fractional Frequency Reuse , 2010, 2010 The 12th International Conference on Advanced Communication Technology (ICACT).

[18]  Kwang Bok Lee,et al.  Transmit power adaptation for multiuser OFDM systems , 2003, IEEE J. Sel. Areas Commun..

[19]  Sunghyun Choi,et al.  Opportunistic band sharing for point-to-point link connection of cognitive radios , 2009, 2009 4th International Conference on Cognitive Radio Oriented Wireless Networks and Communications.

[20]  Harish Viswanathan,et al.  Downlink capacity evaluation of cellular networks with known-interference cancellation , 2003, IEEE J. Sel. Areas Commun..

[21]  Yung-Fang Chen,et al.  Evolutionary Strategy-Based Approaches for Subcarrier, Bit, and Power Allocation for Multiuser OFDM Systems , 2008, VTC Spring 2008 - IEEE Vehicular Technology Conference.

[22]  Rui Chang,et al.  Interference coordination and cancellation for 4G networks , 2009, IEEE Communications Magazine.

[23]  Yong-Hwan Lee,et al.  Coordinated User Scheduling with Transmit Beamforming in the Presence of Inter-Femtocell Interference , 2011, 2011 IEEE International Conference on Communications (ICC).

[24]  Naga Bhushan,et al.  LTE-Advanced: Heterogeneous networks , 2010, 2010 European Wireless Conference (EW).

[25]  Akhilesh Pokhariyal,et al.  Interference management and performance analysis of UMTS/HSPA+ femtocells , 2009, IEEE Communications Magazine.

[26]  Borislav Popovski,et al.  Contribution to analysis of Intercell interference coordination in LTE: A fractional frequency reuse case , 2010, 2010 Global Mobile Congress.

[27]  Jeffrey G. Andrews,et al.  Power control in two-tier femtocell networks , 2008, IEEE Transactions on Wireless Communications.

[28]  Lijun Qian,et al.  Downlink power control in co-channel macrocell femtocell overlay , 2009, 2009 43rd Annual Conference on Information Sciences and Systems.

[29]  Leandros Tassiulas,et al.  Transmit beamforming and power control for cellular wireless systems , 1998, IEEE J. Sel. Areas Commun..

[30]  Simon Haykin,et al.  Cognitive radio: brain-empowered wireless communications , 2005, IEEE Journal on Selected Areas in Communications.