Advanced multicarrier systems for wireless communications
Advanced multicarrier systems for wireless communications
Disciplines
Electrical Engineering, Electronics, Information Engineering (100%)
Keywords
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MOBILKOMMUNIKATION,
MEHRTRÄGER-SYSTEME,
MOBILFUNKKANÄLE,
KANALSCHÄTZUNG,
RAUM-ZEIT-SIGNALVERARBEITUNG,
OFDM
Multicarrier communication techniques like orthogonal frequency division multiplexing (OFDM) and discrete multitone (DMT) have become increasingly popular over the past few years. They are currently being used in several standards (xDSL, DAB, DVB, HIPERLAN/2, etc.) and are promising candidates for future (fourth- generation) cellular communications systems. The main advantages of multicarrier modulation are high flexibility, excellent performance even in difficult environments, and the existence of efficient implementations. For application in future (fixed and mobile) wireless communication systems, multicarrier techniques will have to satisfy high demands regarding data rates, bit error rates, mobility, coverage, flexibility, and quality of service. The development of advanced multicarrier techniques whose performance is substantially superior to current techniques is thus both practically important and theoretically challenging. The research project described in this grant proposal will aim at achieving improvements of multicarrier techniques for time-varying environments. Time-varying channels are encountered especially in mobile wireless communications. Specific research topics we plan to address within the proposed project include the following: predictive equalization of time-varying mobile radio channels without the use of pilot symbols; application of channel prediction to multicarrier systems employing space-time processing and adaptive modulation; generalized multicarrier systems using pulse shaping, biorthogonal pulse design, and/or multipulse modulation; modeling and simulation of time-varying channels for wireless multicarrier systems. The project will be based on our previous work on channel prediction, statistical signal processing, and time- frequency methods.
The results of this project are a contribution to the development of advanced wireless telecommunication systems such as improved cellular mobile telephony systems and wireless local area networks (WLANs). They will thus contribute to future technological innovation in a key area of research and development. Wireless telecommunication systems are faced with detrimental effects of the radio propagation channel like multipath propagation and fading. In this respect, a particularly attractive communication scheme is multicarrier modulation which uses multiple radio frequencies in parallel for data transmission. The most prominent multicarrier system, orthogonal frequency division multiplexing (OFDM), is used in important standards for wireless communications like digital audio and video broadcasting, WLANs, and wireless broadband access networks. In the course of this project, we performed fundamental research on various aspects of wireless multicarrier systems. We devised algorithms for tracking the radio channel at the receiver in a fully adaptive mode and without the need for transmitting training data (i.e., dedicated pseudodata that allows the receiver to measure the channel). We designed improved pulse shapes (the signals carrying the data) and introduced generalized multicarrier systems using several different pulses in parallel. We also calculated the maximum achievable data rates of OFDM systems for the large bandwidths that will be required by tomorrow`s ultrafast wireless data links. Further results of the project concern a recent major development in wireless communications known as multiple- input multiple-output (MIMO) wireless systems. MIMO systems use multiple antennas at the transmitter and receiver to achieve significantly increased data rates and substantially improved link reliability. We developed efficient techniques for tracking MIMO channels and for recovering the transmitted data at the receiver. Furthermore, we devised multiple-antenna receiver techniques for a special variant of the UMTS cellular telephony standard. On a more theoretical level, we introduced realistic statistical models for wireless channels and novel techniques for the modeling and processing of nonstationary random signals.
- Technische Universität Wien - 100%
Research Output
- 564 Citations
- 30 Publications
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2002
Title Fast Iterative Decoding of Linear Dispersion Codes for Unknown MIMO Channels DOI 10.1109/acssc.2002.1197192 Type Conference Proceeding Abstract Author Artés H Pages 284-288 -
2002
Title Space-Time Synchronization Algorithms for UMTS/TDD Systems with Strong Co-Channel Interference DOI 10.1109/glocom.2002.1188079 Type Conference Proceeding Abstract Author Kopsa K Pages 254-258 -
2002
Title Uncertainty and Concentration Inequalities for Nonstationary Random Processes and Time-Frequency Energy Spectra**Funding by FWF grant P15156. DOI 10.1109/acssc.2002.1197042 Type Conference Proceeding Abstract Author Matz G Pages 1571-1575 -
2002
Title Time-Frequency Projection Filters: Online Implementation, Subspace Tracking, and Application to Interference Excision DOI 10.1109/icassp.2002.5744019 Type Conference Proceeding Abstract Author Matz G -
2006
Title Dynamic Nulling-and-Canceling for Efficient Near-ML Decoding of MIMO Systems DOI 10.1109/tsp.2006.881195 Type Journal Article Author Seethaler D Journal IEEE Transactions on Signal Processig Pages 4741-4752 Link Publication -
2006
Title Nonstationary Spectral Analysis Based on Time—Frequency Operator Symbols and Underspread Approximations DOI 10.1109/tit.2005.864419 Type Journal Article Author Matz G Journal IEEE Transactions on Information Theory Pages 1067-1086 Link Publication -
2005
Title Tfarma Models: Order Estimation and Stabilization DOI 10.1109/icassp.2005.1416005 Type Conference Proceeding Abstract Author Jachan M Link Publication -
2005
Title Low-Complexity Soft Demodulation of MIMO-BICM using the Line-Search Detector DOI 10.1109/icc.2005.1494775 Type Conference Proceeding Abstract Author Seethaler D Pages 2447-2451 -
2004
Title Multipulse Multicarrier Communications Over Time-Varying Fading Channels: Performance Analysis and System Optimization DOI 10.1109/icassp.2004.1326667 Type Conference Proceeding Abstract Author Hartmann M -
2004
Title An Efficient MMSE-Based Demodulator for MIMO Bit-Interleaved Coded Modulation DOI 10.1109/glocom.2004.1378448 Type Conference Proceeding Abstract Author Seethaler D Pages 2455-2459 Link Publication -
2004
Title Dynamic Nulling-and-Cancelling with Near-ML Performance for MIMO Communication Systems DOI 10.1109/icassp.2004.1326942 Type Conference Proceeding Abstract Author Seethaler D -
2004
Title Transceiver Design for Precoded Multipulse Multicarrier Packet Transmissions Over Time-Varying Fading Channels DOI 10.1109/glocom.2004.1378439 Type Conference Proceeding Abstract Author Hartmann M Pages 2409-2413 Link Publication -
2004
Title Unbiased Scattering Function Estimators for Underspread Channels and Extension to Data-Driven Operation DOI 10.1109/tsp.2004.826181 Type Journal Article Author Artés H Journal IEEE Transactions on Signal Processing Pages 1387-1402 Link Publication -
2004
Title Time-Frequency-Moving-Average Processes: Principles and Cepstral Methods for Parameter Estimation DOI 10.1109/icassp.2004.1326368 Type Conference Proceeding Abstract Author Jachan M Link Publication -
2003
Title Doubly Underspread Non-WSSUS Channels: Analysis and Estimation of Channel Statistics DOI 10.1109/spawc.2003.1318948 Type Conference Proceeding Abstract Author Matz G Pages 190-194 -
2003
Title Space-Time Algorithms for Multiuser Channel Estimation in the Downlink of UMTS/TDD DOI 10.1109/icc.2003.1204365 Type Conference Proceeding Abstract Author Kopsa K Pages 2406-2410 -
2003
Title Adaptive Identification and Tracking of Doubly Selective Fading Channels for Wireless MIMO-OFDM Systems DOI 10.1109/spawc.2003.1318994 Type Conference Proceeding Abstract Author Schafhuber D Pages 417-421 Link Publication -
2003
Title Adaptive Wiener Filters for Time-Varying Channel Estimation in Wireless OFDM Systems DOI 10.1109/icassp.2003.1202736 Type Conference Proceeding Abstract Author Schafhuber D Link Publication -
2003
Title Theory and Design of Multipulse Multicarrier Systems for Wireless Communications DOI 10.1109/acssc.2003.1291959 Type Conference Proceeding Abstract Author Hartmann M Pages 492-496 -
2003
Title Robuston Methods for Stable Statistical Signal Processing: Principles and Application to Nonstationary Signal Estimation DOI 10.1109/icassp.2003.1201765 Type Conference Proceeding Abstract Author Hlawatsch F -
2003
Title Stable Adaptive Nonstationary Signal Detection Based on the Robuston Scheme**Funding by FWF grant P15156-N02 DOI 10.1109/ssp.2003.1289560 Type Conference Proceeding Abstract Author Jachan M Pages 621-624 Link Publication -
2003
Title Efficient Approximate-ML Detection for MIMO Spatial Multiplexing Systems by Using A 1-D Nearest Neighbor Search DOI 10.1109/isspit.2003.1341117 Type Conference Proceeding Abstract Author Seethaler D Pages 290-293 Link Publication -
2003
Title Wigner distributions (nearly) everywhere: time–frequency analysis of signals, systems, random processes, signal spaces, and frames DOI 10.1016/s0165-1684(03)00086-0 Type Journal Article Author Matz G Journal Signal Processing Pages 1355-1378 -
2003
Title Efficient Detection Algorithms for MIMO Channels: A Geometrical Approach toApproximate ML Detection DOI 10.1109/tsp.2003.818210 Type Journal Article Author Artés H Journal IEEE Transactions on Signal Processing Pages 2808 Link Publication -
2003
Title Characterization of Non-Wssus Fading Dispersive Channels DOI 10.1109/icc.2003.1204393 Type Conference Proceeding Abstract Author Matz G Pages 2480-2484 -
2003
Title A Multi-Antenna Detection Algorithm for UMTS/TDD Receivers in Strong Interference Environments DOI 10.1109/glocom.2003.1258353 Type Conference Proceeding Abstract Author Artés H Pages 819-823 -
2003
Title Efficient Near-ML Detection for MIMO Channels: The Sphere-Projection Algorithm DOI 10.1109/glocom.2003.1258604 Type Conference Proceeding Abstract Author Seethaler D Pages 2089-2093 -
2003
Title Time-Frequency-Autoregressive Random Processes: Modeling and Fast Parameter Estimation DOI 10.1109/icassp.2003.1201634 Type Conference Proceeding Abstract Author Jachan M -
2003
Title Robust Detection of Nonstationary Random Signals Belonging to ${\bf P}$-Point Uncertainty Classes**Funding by FWF grant P15156. DOI 10.1109/icassp.2003.1201763 Type Conference Proceeding Abstract Author Matz G -
2003
Title Space-Time Matrix Modulation: Extension to Unknown Doubly Selective MIMO Channels DOI 10.1109/icassp.2003.1202536 Type Conference Proceeding Abstract Author Artés H