Eigenvalue based SNR Estimation for Cognitive Radio in Presence of Channel CorrelationSharma, Shree Krishna ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in Proceedings of IEEE Globecom 2013 (2013) In addition to spectrum sensing capability required by a Cognitive Radio (CR), Signal to Noise Ratio (SNR) estimation of the primary signals is crucial in order to adapt its coverage area dynamically ... [more ▼] In addition to spectrum sensing capability required by a Cognitive Radio (CR), Signal to Noise Ratio (SNR) estimation of the primary signals is crucial in order to adapt its coverage area dynamically using underlay techniques. Furthermore, in practical scenarios, the fading channel may be correlated due to various causes such as insufficient scattering in the propagation path and antenna mutual coupling. In this context, we consider the SNR estimation problem for a CR in the presence of channel correlation. We study an eigenvaluebased SNR estimation technique for large-scale CR networks using asymptotic Random Matrix Theory (RMT). We carry out detailed theoretical analysis of the signal plus noise hypothesis to derive the asymptotic eigenvalue probability distribution function (a.e.p.d.f.) of the received signal’s covariance matrix in the presence of the correlated channel. Then an SNR estimation technique based on the derived a.e.p.d.f. is proposed for PU SNR in the presence of channel correlation and its performance is evaluated in terms of normalized Mean Square Error (MSE). It is shown that the PU SNR can be accurately estimated in the presence of channel correlation using the proposed technique even in low SNR region. [less ▲] Detailed reference viewed: 309 (13 UL) Data Aware User Selection in Cognitive Downlink MISO Precoding SystemsAlodeh, Maha ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in Proceedings on Signal Processing and Information Technology (2013) Detailed reference viewed: 260 (17 UL) Linear Precoding in Multibeam SatComs: Practical ConstraintsChristopoulos, Dimitrios ; Arapoglou, Pantelis-Daniel ; Chatzinotas, Symeon et alin ICSSC Conference (2013) Multiuser precoding of the linear kind is one of the most promising candidate techniques required for managing inter-beam co-channel interference in aggressive frequency re-use multibeam High Throughput ... [more ▼] Multiuser precoding of the linear kind is one of the most promising candidate techniques required for managing inter-beam co-channel interference in aggressive frequency re-use multibeam High Throughput Satellite (HTS) systems. Although academic research on precoding schemes for broadband interactive satellite communication (SatCom) systems is intensifying, there are a number of practical constraints in current DVB-S2-based HTS systems that may inhibit the application of precoding. These have not been dealt with hitherto in the literature. The present article attempts to list the relevant issues, propose some possible ways forward and present some preliminary simulation results [less ▲] Detailed reference viewed: 714 (52 UL) Interference alignment for spectral coexistence of heterogeneous networksSharma, Shree Krishna ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in EURASIP Journal on Wireless Communications and Networking (2013), 2013(46), The coexistence of heterogeneous networks within the same spectrum for enhancing the spectrum efficiency has attracted large interest lately in the research community. Furthermore, the research interest ... [more ▼] The coexistence of heterogeneous networks within the same spectrum for enhancing the spectrum efficiency has attracted large interest lately in the research community. Furthermore, the research interest towards the deployment of small cells and multibeam satellites is increasing due to high capacity, easier deployment and higher energy efficiency. However, due to the scarcity of available spectrum and the requirement of additional spectrum for these systems, small cells need to coexist with macrocells and multibeam satellites need to coexist with monobeam satellites within the same spectrum. In this context, this contribution investigates an underlay spectral coexistence mechanism which exploits an interference alignment (IA) technique in order to mitigate the interference of cognitive transmitters towards the primary receivers in a normal uplink mode. More specifically, three types of IA techniques, namely static, uncoordinated and coordinated are investigated. The performance of the IA technique is evaluated and compared with primary only, resource division and no-mitigation techniques in terms of sum-rate capacity, primary to secondary rate ratio and primary rate protection ratio. It is shown that the coordinated IA technique perfectly protects the primary rate in both terrestrial and satellite coexistence scenarios. [less ▲] Detailed reference viewed: 372 (32 UL) Repairing multiple description quantizers in distributed storage systemsChatzinotas, Symeon ![]() Scientific Conference (2013) Distributed storage systems have been receiving increasing attention lately due to the developments in cloud and grid computing. Furthermore, a major part of the stored information comprises of multimedia ... [more ▼] Distributed storage systems have been receiving increasing attention lately due to the developments in cloud and grid computing. Furthermore, a major part of the stored information comprises of multimedia, whose content can be communicated even with a lossy reconstruction. In this context, Multiple Description Quantizers (MDQ) can be employed to encode such sources for distributed storage. However, a question which naturally arises is how to repair lost descriptions which are due to node failures. In this paper, we employ MDQs based on translated lattices and a common decoding method through averaging over the available descriptions. The descriptions of failed nodes are repaired by quantizing the estimate of common decoding and then by reusing the same side codebook. Based on simulations, we study the effect of system size and number of failures on the distortion of the reconstructed source. As expected, the distortion deteriorates with the number of failures but the degradation is graceful especially for large systems. © 2013 IEEE. [less ▲] Detailed reference viewed: 229 (2 UL) Multiantenna Signal Processing for Cognitive CommunicationsChatzinotas, Symeon ; Sharma, Shree Krishna ; Ottersten, Björn ![]() in Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) 2013 (2013) Cognitive communications has attracted a large interest during the last decade due to spectrum scarcity. In combination with multiantenna techniques, cognitive communications have the ability to increase ... [more ▼] Cognitive communications has attracted a large interest during the last decade due to spectrum scarcity. In combination with multiantenna techniques, cognitive communications have the ability to increase spectral efficiency by enabling the coexistence of a primary and secondary systems. In this paper, we focus in two specific cognitive approaches: a) Multiantenna Interference Alignment (IA) and b) Multiantenna Spectrum Sensing (SS). In the first case, we investigate how IA over multiple spatial dimensions can be exploited in order to lower harmful interference towards the primary system into acceptable levels. In the second case, we compare the sensing performance of different eigenvalue-based blind SS techniques. This paper concludes by presenting some interesting open problems in this area. [less ▲] Detailed reference viewed: 313 (7 UL) Spectrum Sensing in Dual Polarized Fading Channels for Cognitive SatComsSharma, Shree Krishna ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in Proceedings of IEEE Globecom Conference 2012 (2012, December) Next generation networks are moving towards the convergence of mobile, fixed and broadcasting services in one standard platform, which requires the co-existence of satellite and terrestrial networks in ... [more ▼] Next generation networks are moving towards the convergence of mobile, fixed and broadcasting services in one standard platform, which requires the co-existence of satellite and terrestrial networks in the same spectrum. This framework has motivated the concept of cognitive Satellite Communication (SatComs). In this aspect, the problem of exploiting Spectrum Sensing (SS) techniques for a dual polarized fading channel is considered. In this paper, the performance of Energy Detection (ED) technique is evaluated in the context of a co-existence scenario of a satellite and a terrestrial link. Diversity combining techniques such as Equal Gain Combining (EGC) and Selection Combining (SC) are considered to enhance the SS efficiency. Furthermore, analytical expressions for probability of detection (Pd) and probability of false alarm (Pf ) are presented for these techniques in the considered fading channel and the sensing performance is studied through analytical and simulation results. Moreover, the effect of Cross Polar Discrimination (XPD) on the sensing performance is presented and it is shown that SS efficiency improves for low XPD. [less ▲] Detailed reference viewed: 291 (13 UL) Satellite Cognitive Communications: Interference Modeling and Techniques SelectionSharma, Shree Krishna ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in Proceeding of 6th Advanced Satellite Multimedia Systems Conference and the 12th Signal Processing for Space Communications Workshop (2012, September) Due to increasing demand of high speed data rate for satellite multimedia and broadcasting services and spectrum scarcity problem in satellite bands, exploring new techniques for enhancing spectral ... [more ▼] Due to increasing demand of high speed data rate for satellite multimedia and broadcasting services and spectrum scarcity problem in satellite bands, exploring new techniques for enhancing spectral efficiency in satellite communication has become an important research challenge. In this aspect, satellite cognitive communication can be considered as a promising solution to solve spectrum scarcity problem. In this paper, different cognitive techniques such as underlay, overlay, interweave and database related techniques are discussed by reviewing the current state of art. Exact beam patterns of a multi-beam satellite are plotted over the Europe map and interference modeling between terrestrial Base Station (BS) and satellite terminal is carried out on the basis of interference power level. Furthermore, suitable cognitive techniques are proposed in high and low interference regions in the context of satellite cognitive communication. [less ▲] Detailed reference viewed: 304 (15 UL) Exploiting Polarization for Spectrum Sensing in Cognitive SatComsSharma, Shree Krishna ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in Proceedings of 7th International Conference on Cognitive Radio Oriented Wireless Networks (2012, June) Exploring new techniques for spectrum sensing (SS), which can detect the weak primary signals instantly, has been an important research challenge. In this paper, the problem of enhancing SS efficiency in ... [more ▼] Exploring new techniques for spectrum sensing (SS), which can detect the weak primary signals instantly, has been an important research challenge. In this paper, the problem of enhancing SS efficiency in cognitive SatComs has been considered. The analysis of different combining techniques has been carried out for SS using dual polarized antenna. Furthermore, polarization states of received signals are exploited and based on obtained polarization states, Optimum Polarization Based Combining (OPBC) technique has been used for carrying out SS in the satellite terminal. The sensing performance of OPBC technique has been compared to selection combining (SC), equal gain combining (EGC) and maximum ratio combining (MRC) techniques. The simulation results show that OPBC technique achieves a great improvement in sensing efficiency over other considered techniques at the expense of complexity in a dual polarized AWGN channel. [less ▲] Detailed reference viewed: 464 (7 UL) Linear and nonlinear techniques for multibeam joint processing in satellite communicationsChristopoulos, Dimitrios ; Chatzinotas, Symeon ; Zheng, Gan et alin EURASIP Journal on Wireless Communications and Networking (2012), 2012(162), Existing satellite communication standards such as DVB-S2 operate under highly-efficient adaptive coding and modulation schemes thus making significant progress in improving the spectral efficiencies of ... [more ▼] Existing satellite communication standards such as DVB-S2 operate under highly-efficient adaptive coding and modulation schemes thus making significant progress in improving the spectral efficiencies of digital satellite broadcast systems. However, the constantly increasing demand for broadband and interactive satellite links emanates the need to apply novel interference mitigation techniques, striving towards Terabit throughput. In this direction, the objective of the present contribution is to investigate joint multiuser processing techniques for multibeam satellite systems. In the forward link, the performance of linear precoding is investigated with optimal non-linear precoding (i.e. Dirty Paper Coding) acting as the upper performance limit. To this end, the resulting power and precoder design problems are approached through optimization methods. Similarly, in the return link the concept of linear filtering (i.e. Linear Minimum Mean Square Error) is studied with the optimal successive interference cancellation acting as the performance limit. The derived capacity curves for both scenarios are compared to conventional satellite systems where beams are processed independently and interbeam interference is mitigated through a four color frequency reuse scheme, in order to quantify the potential gain of the proposed techniques. [less ▲] Detailed reference viewed: 379 (29 UL) Coordinated MultiPoint Uplink Capacity over a MIMO Composite Fading ChannelChatzinotas, Symeon ; Ottersten, Björn ![]() in ICNC 2012 (2012) Detailed reference viewed: 231 (2 UL) Capacity Analysis of Dual-Hop Amplify-and-Forward MIMO Multiple-Access ChannelsChatzinotas, Symeon ; Ottersten, Björn ![]() in International Conference on Wireless Communications and Signal Processing, WCSP 2012 (2012) Relay channels have been heavily studied during the last decades as a means of improving spectral efficiency, availability and coverage in combination with multiple antenna transceivers. Relay channels ... [more ▼] Relay channels have been heavily studied during the last decades as a means of improving spectral efficiency, availability and coverage in combination with multiple antenna transceivers. Relay channels can comprise many hops but the most practical approach at the time being would be a dual-hop system. In addition, the simplest method of relaying in terms of complexity is amplify and forward. In this direction, we investigate the ergodic capacity of a dual-hop amplify-and-forward MIMO MAC and we derive asymptotic closed-form expressions based on the principles of free probability theory. We extend the current literature by proposing a analytical model which can accommodate variance-profiled Gaussian matrices. Numerical results are utilized to verify the accuracy of the derived closed-form expressions and evaluate the effect of the channel parameters. [less ▲] Detailed reference viewed: 264 (1 UL) Generic Optimization of Linear Precoding in Multibeam Satellite SystemsZheng, Gan ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in IEEE Transactions on Wireless Communications (2012), 11(6), 2308-2320 Detailed reference viewed: 336 (19 UL) Multi-gateway cooperation in multibeam satellite systemsZheng, Gan ; Chatzinotas, Symeon ; Ottersten, Björn ![]() in IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) (2012) Multibeam systems with hundreds of beams have been recently deployed in order to provide higher capacities by employing fractional frequency reuse. Furthermore, employing full frequency reuse and ... [more ▼] Multibeam systems with hundreds of beams have been recently deployed in order to provide higher capacities by employing fractional frequency reuse. Furthermore, employing full frequency reuse and precoding over multiple beams has shown great throughput potential in literature. However, feeding all this data from a single gateway is not feasible based on the current frequency allocations. In this context, we investigate a range of scenarios involving beam clusters where each cluster is managed by a single gateway. More specifically, the following cases are considered for handling intercluster interference: a) conventional frequency colouring, b) joint processing within cluster, c) partial CSI sharing among clusters, d) partial CSI and data sharing among clusters. CSI sharing does not provide considerable performance gains with respect to b) but combined with data sharing offers roughly a 40% improvement over a) and a 15% over b). [less ▲] Detailed reference viewed: 266 (10 UL) Cognitive interference alignment between small cells and a macrocellChatzinotas, Symeon ; Ottersten, Björn ![]() in 19th International Conference on Telecommunications (ICT) 2012 (2012) Detailed reference viewed: 237 (1 UL) Fixed Full Duplex Relaying for Wireless Broadband Communication; ; Zheng, Gan et alin Wireless Communications & Signal Processing (WCSP), 2012 International Conference on (2012) We compare full duplex (FD) and half duplex (HD) relaying in terms of coverage range. We consider a practical FD relay model where both the dynamic ranges of transmitter and receiver and the level of the ... [more ▼] We compare full duplex (FD) and half duplex (HD) relaying in terms of coverage range. We consider a practical FD relay model where both the dynamic ranges of transmitter and receiver and the level of the residual loop interference between transmitted and received signals are taken into account. We numerically evaluate the rate performance of the full duplex multi-hop (FD-MH) scheme and the half duplex decode-and-forward (HD-DF) scheme, where the former requires transmit power allocation under the dynamic range constraint. Results show that there is a tradeoff between these two relaying modes. [less ▲] Detailed reference viewed: 285 (0 UL) Energy-Efficient MMSE Beamforming and Power Optimization in Multibeam Satellite SystemsChatzinotas, Symeon ; Zheng, Gan ; Ottersten, Björn ![]() in Energy-Efficient MMSE Beamforming and Power Optimization in Multibeam Satellite Systems (2011) Detailed reference viewed: 233 (6 UL) Interference Alignment for Clustered Multicell Joint DecodingChatzinotas, Symeon ; Ottersten, Björn ![]() in Interference Alignment for Clustered Multicell Joint Decoding (2011) Detailed reference viewed: 369 (1 UL) Joint Precoding with Flexible Power Constraints in Multibeam Satellite SystemsChatzinotas, Symeon ; Zheng, Gan ; Ottersten, Björn ![]() in Joint Precoding with Flexible Power Constraints in Multibeam Satellite Systems (2011) Detailed reference viewed: 285 (11 UL) Free Probability based Capacity Calculation of Multiantenna Gaussian Fading Channels with Cochannel InterferenceChatzinotas, Symeon ; Ottersten, Björn ![]() in Physical Communication (2011) Detailed reference viewed: 316 (4 UL) |
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