Superanalysis of Optimum Combining with Application to Femtocell Networks

A femtocell technology-towards the deployment of small-cell networks-is a key enabler for improving indoor coverage and throughput per network area at a low cost in future wireless networks. However, these small-cell networking inevitably increases cochannel interference due to aggressive (even uncontrolled) reuse of spectral resources. One of the attractive approaches to alleviating the cochannel interference is a multiple-antenna technique for which accurately characterizing the effects of interference is crucial but challenging. To elucidate this important problem, we analyze the performance of interference rejection diversity combining, often called the optimum combining, in an uplink two-tier femtocell network. Specifically, we consider that a single-antenna femtocell user (transmitter) communicates with a closed femtocell access point (receiver) with multiple antennas in the presence of single-antenna cochannel interferers from co-tier (femtocells) and cross-tier (macrocell) networks. We introduce a new mathematical methodology to analyze the average symbol error probability of optimum combining diversity systems in Rayleigh fading, accounting for multiple unequal-power interferers, each is spatially correlated across receiving antennas. The analysis resorts to the so-called Berezin's supermathematics that treats both commuting and Grassmann anticommuting variables on an equal footing. This powerful supermathematical framework enables us to quantify the cross- and co-tier interference effects in terms of interference power heterogeneity and spatial correlation.

[1]  Shlomo Shamai,et al.  Robust Transmission and Interference Management For Femtocells with Unreliable Network Access , 2010, IEEE Journal on Selected Areas in Communications.

[2]  F. Berezin,et al.  Method of Second Quantization , 1966 .

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

[4]  Jae Hong Lee,et al.  Closed-form expressions of approximate error rates for optimum combining with multiple interferers in a Rayleigh fading channel , 2006, IEEE Transactions on Vehicular Technology.

[5]  M. Z. Win,et al.  MIMO Networks : The Effects of Interference , 2009 .

[6]  H. Grassmann Der Ort der Hamilton'schen Quaternionen in der Ausdehnungslehre , 1877 .

[7]  Jie Zhang,et al.  OFDMA femtocells: A roadmap on interference avoidance , 2009, IEEE Communications Magazine.

[8]  Eric Villier Performance analysis of optimum combining with multiple interferers in flat Rayleigh fading , 1999, IEEE Trans. Commun..

[9]  Mohamed-Slim Alouini,et al.  Outage probability and spectrum efficiency of cellular mobile radio systems with smart antennas , 2002, IEEE Trans. Commun..

[10]  Moe Z. Win,et al.  A Laguerre polynomial-based bound on the symbol error probability for adaptive antennas with optimum combining , 2004, IEEE Transactions on Wireless Communications.

[11]  Peter J. Smith,et al.  Exact Performance Analysis of Optimum Combining With Multiple Interferers in Flat Rayleigh Fading , 2007, IEEE Transactions on Communications.

[12]  Jie Zhang,et al.  Access control mechanisms for femtocells , 2010, IEEE Communications Magazine.

[13]  Moe Z. Win,et al.  A Mathematical Theory of Network Interference and Its Applications , 2009, Proceedings of the IEEE.

[14]  Hyundong Shin,et al.  Performance analysis of space-time block codes over keyhole Nakagami-m fading channels , 2004, IEEE Transactions on Vehicular Technology.

[15]  Ranjan K. Mallik,et al.  Bounds and approximations for optimum combining of signals in the presence of multiple cochannel interferers and thermal noise , 2003, IEEE Trans. Commun..

[16]  J.H. Winters,et al.  Optimum combining in digital mobile radio with cochannel interference , 1984, IEEE Transactions on Vehicular Technology.

[17]  Risto Wichman,et al.  Interference Mitigation by Practical Transmit Beamforming Methods in Closed Femtocells , 2010, EURASIP J. Wirel. Commun. Netw..

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

[19]  Ana Galindo-Serrano,et al.  From cognition to docition: The teaching radio paradigm for distributed & autonomous deployments , 2010, Comput. Commun..

[20]  M. Win,et al.  Gallager's exponent for MIMO channels: a reliability-rate tradeoff , 2006, IEEE Transactions on Communications.

[21]  Moe Z. Win,et al.  Error probability for optimum combining of M-ary PSK signals in the presence of interference and noise , 2003, IEEE Trans. Commun..

[22]  Jeffrey G. Andrews,et al.  Open vs. Closed Access Femtocells in the Uplink , 2010, IEEE Transactions on Wireless Communications.

[23]  Hyundong Shin,et al.  MIMO Diversity in the Presence of Double Scattering , 2005, IEEE Transactions on Information Theory.

[24]  Erik G. Larsson Model-Averaged Interference Rejection Combining , 2007, IEEE Transactions on Communications.

[25]  Alexander M. Haimovich,et al.  Performance analysis of optimum combining in wireless communications with Rayleigh fading and cochannel interference , 1998, IEEE Trans. Commun..

[26]  Stella N. Batalama,et al.  Recursive short-data-record estimation of AV and MMSE/MVDR linear filters for DS-CDMA antenna array systems , 2004, IEEE Transactions on Communications.

[27]  Hyundong Shin,et al.  Beamforming optimization for multiuser two-tier networks , 2011, Journal of Communications and Networks.

[28]  Tony Q. S. Quek,et al.  Enhanced intercell interference coordination challenges in heterogeneous networks , 2011, IEEE Wireless Communications.

[29]  Moe Z. Win,et al.  On optimum combining of M-PSK signals with unequal-power interferers and noise , 2005, IEEE Transactions on Communications.

[30]  S. Applebaum,et al.  Adaptive arrays , 1976 .

[31]  Joseph Lipka,et al.  A Table of Integrals , 2010 .

[32]  Hyundong Shin,et al.  On the capacity of doubly correlated MIMO channels , 2005, IEEE Transactions on Wireless Communications.

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

[34]  B. Widrow,et al.  Adaptive antenna systems , 1967 .

[35]  M. Honig,et al.  Adaptive techniques for multiuser CDMA receivers , 2000, IEEE Signal Processing Magazine.

[36]  Jeffrey G. Andrews,et al.  Uplink capacity and interference avoidance for two-tier femtocell networks , 2007, IEEE Transactions on Wireless Communications.

[37]  J. P. Kermoal Measurement, modelling and performance evaluation of the MIMO radio channel , 2002 .

[38]  K. Efetov,et al.  Supersymmetry in Disorder and Chaos , 1996 .

[39]  Holger Claussen,et al.  An overview of the femtocell concept , 2008, Bell Labs Technical Journal.

[40]  Alexander M. Haimovich,et al.  Exact closed-form performance analysis of optimum combining with multiple cochannel interferers and Rayleigh fading , 2003, IEEE Trans. Commun..

[41]  Xudong Wang,et al.  Performance analysis for optimum combining of Rayleigh fading signals with correlated Rayleigh interferers and noise , 2006, IEEE Signal Processing Letters.

[42]  Gpp 3G Home NodeB Study Item Technical Report , 2008 .

[43]  Jack H. Winters,et al.  Optimum Combining for Indoor Radio Systems with Multiple Users , 1987, IEEE Trans. Commun..