A Novel Real-Time MAC Protocol Exploiting Spatial and Temporal Channel Diversity in Wireless Industrial Networks

Wireless technology is increasingly finding its way into industrial communication because of the tremendous advantages it is capable of offering. However, the high bit error rate characteristics of wireless channel due to conditions like attenuation, noise, channel fading and interference seriously impact the timeliness and guarantee that need to be provided for real-time traffic. Existing wired protocols including the popular PROFIBUS perform unfavorably when extended or adapted to the wireless context. Other wireless protocols proposed either do not adapt well to erroneous channel conditions or do not provide real-time guarantees. In this paper, we present a novel real-time MAC (Medium Access Control) protocol that is specifically tailored to the message characteristics and requirements of the industrial environments. The protocol exploits both the spatial and temporal diversity of the wireless channel to effectively schedule real-time messages in the presence of bursty channel error conditions. Simulation results show that the proposed protocol achieves much better loss rate compared to baseline protocols under bursty channel conditions.

[1]  Anna Scaglione,et al.  Mutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[2]  Zhengdao Wang,et al.  MIMO Transmitter Optimization with Mean and Covariance Feedback for Low SNR , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[3]  Aleksandar Dogandzic,et al.  EM-based iterative receiver for coded MIMO systems in unknown spatially correlated noise , 2007, Wirel. Commun. Mob. Comput..

[4]  Georgios B. Giannakis,et al.  Wideband generalized multicarrier CDMA over frequency-selective wireless channels , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[5]  Branimir R. Vojcic,et al.  Turbo Decoding Complexity Reduction by Symbol Selection and Partial Iterations , 2007, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[6]  Huarui Yin,et al.  Finite-resolution digital receiver design for impulse radio ultra-wideband communication , 2008, IEEE Transactions on Wireless Communications.

[7]  A. Willig,et al.  The adaptive-intervals MAC protocol for a wireless PROFIBUS , 2002, Industrial Electronics, 2002. ISIE 2002. Proceedings of the 2002 IEEE International Symposium on.

[8]  Georgios B. Giannakis,et al.  Bounding Rate and Performance of Dieren tial Unitary Space-Time Codes Using Integral Geometry Measures , 2002 .

[9]  Georgios B. Giannakis,et al.  Block spreading for MUI/ISI-resilient generalized multi-carrier CDMA with multirate capabilities , 2000, 2000 IEEE International Conference on Communications. ICC 2000. Global Convergence Through Communications. Conference Record.

[10]  Georgios B. Giannakis,et al.  Combining Galois with complex field coding for space-time communications , 2003, Eur. Trans. Telecommun..

[11]  Georgios B. Giannakis,et al.  Complex-field coding for OFDM over fading wireless channels , 2003, IEEE Trans. Inf. Theory.

[12]  Georgios B. Giannakis,et al.  Outage mutual information of space-time MIMO channels , 2004, IEEE Transactions on Information Theory.

[13]  Andreas Willig,et al.  Measurements of a wireless link in an industrial environment using an IEEE 802.11-compliant physical layer , 2002, IEEE Trans. Ind. Electron..

[14]  Zhengdao Wang,et al.  Mostly-Sleeping Wireless Sensor Networks: Connectivity, k-Coverage, and -Lifetime , 2005 .

[15]  Georgios B. Giannakis,et al.  Space-time diversity systems based on linear constellation precoding , 2003, IEEE Trans. Wirel. Commun..

[16]  Satish K. Tripathi,et al.  Enhancing throughput over wireless LANs using channel state dependent packet scheduling , 1996, Proceedings of IEEE INFOCOM '96. Conference on Computer Communications.

[17]  Georgios B. Giannakis,et al.  Joint coding-precoding with low-complexity turbo-decoding , 2004, IEEE Transactions on Wireless Communications.

[18]  Yao Ma,et al.  Asymptotic performance of hybrid-selection/maximal-ratio combining over fading channels , 2006, IEEE Transactions on Communications.

[19]  E. Gilbert Capacity of a burst-noise channel , 1960 .

[20]  Lei Zhao,et al.  Diversity and Multiplexing Tradeoff in General Fading Channels , 2006, 2006 40th Annual Conference on Information Sciences and Systems.

[21]  Branimir R. Vojcic,et al.  Cross-entropy based symbol selection and partial iterative decoding for serial concatenated convolutional codes , 2008, 2008 42nd Annual Conference on Information Sciences and Systems.

[22]  Yao Ma,et al.  Asymptotic performance of wireless communications with generalized selection combining , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[23]  G. Giannakis,et al.  Performance Analysis for Transmit-Beamforming with Finite-Rate Feedback , 2004 .

[24]  Z. Wang,et al.  Low-complexity nulling-canceling detection algorithm for coded MIMO systems with near-optimal performance , 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..

[25]  N. Gunasekaran,et al.  Bluetooth in wireless communication , 2002 .

[26]  Georgios B. Giannakis,et al.  Space-time constellation-rotating codes maximizing diversity and coding gains , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[27]  G.B. Giannakis,et al.  Linear unitary precoders for maximum diversity gains with multiple transmit and receive antennas , 2000, Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems and Computers (Cat. No.00CH37154).

[28]  Peng Yu Nulling-cancelling algorithm with selective maximum-likelihood detection for MIMO communication , 2007 .

[29]  Georgios B. Giannakis,et al.  Reduced complexity equalizers for zero-padded OFDM transmissions , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[30]  Andreas Willig Antenna redundancy for increasing transmission reliability in wireless industrial LANs , 2003, EFTA 2003. 2003 IEEE Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.03TH8696).

[31]  G. Manimaran,et al.  End-to-End Energy Management in Networked Real-Time Embedded Systems , 2008, IEEE Transactions on Parallel and Distributed Systems.

[32]  S. Zhou,et al.  Quantifying the Performance Gain of Direction Feedback in a MISO System , 2006, 2006 40th Annual Conference on Information Sciences and Systems.

[33]  Georgios B. Giannakis,et al.  OFDM or single-carrier block transmissions? , 2004, IEEE Transactions on Communications.

[34]  G. Manimaran,et al.  Energy-Aware Scheduling of Real-Time Tasks in Wireless Networked Embedded Systems , 2007, 28th IEEE International Real-Time Systems Symposium (RTSS 2007).

[35]  Georgios B. Giannakis,et al.  Linearly precoded or coded OFDM against wireless channel fades? , 2001, 2001 IEEE Third Workshop on Signal Processing Advances in Wireless Communications (SPAWC'01). Workshop Proceedings (Cat. No.01EX471).

[36]  Zhengdao Wang,et al.  Asymptotic gains of generalized selection combining , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

[37]  Anna Scaglione,et al.  AMOUR-generalized multicarrier transceivers for blind CDMA regardless of multipath , 2000, IEEE Trans. Commun..

[38]  Anna Scaglione,et al.  AMOUR-generalized multicarrier CDMA irrespective of multipath , 1999, Seamless Interconnection for Universal Services. Global Telecommunications Conference. GLOBECOM'99. (Cat. No.99CH37042).

[39]  Aleksandar Dogandzic,et al.  Semi-blind SIMO flat-fading channel estimation in unknown spatially correlated noise using the EM algorithm , 2004, IEEE Transactions on Signal Processing.

[40]  Georgios B. Giannakis,et al.  Vandermonde-Lagrange mutually orthogonal flexible transceivers for blind CDMA in unknown multipath , 1999, 1999 2nd IEEE Workshop on Signal Processing Advances in Wireless Communications (Cat. No.99EX304).

[41]  S.W. Kim,et al.  Performance of Generalized Diversity Combining System for Coded Transmissions , 2006, MILCOM 2006 - 2006 IEEE Military Communications conference.

[42]  Xiaofan Yang,et al.  Ultra wide-band communications with blind channel estimation based on first-order statistics , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[43]  Wei Mo,et al.  Average Symbol Error Probability and Outage Probability Analysis for General Cooperative Diversity System at High Signal to Noise Ratio , 2004 .

[44]  Jean-Dominique Decotignie,et al.  Requirements for wireless extensions of a FIP fieldbus , 1996, Proceedings 1996 IEEE Conference on Emerging Technologies and Factory Automation. ETFA '96.

[45]  E. O. Elliott Estimates of error rates for codes on burst-noise channels , 1963 .

[46]  Zhengdao Wang,et al.  Capacity analysis of mimo ad hoc network with stream number selection , 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

[47]  Zhengdao Wang,et al.  Effects of delay and links between relays on the min-cut capacity in a wireless relay network , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[48]  Xiaofan Yang,et al.  Blind channel estimation for ultra wide-band communications employing pulse position modulation , 2005, IEEE Signal Process. Lett..

[49]  G.B. Giannakis,et al.  Quantifying the power loss when transmit beamforming relies on finite-rate feedback , 2005, IEEE Transactions on Wireless Communications.

[50]  Georgios B. Giannakis,et al.  Optimality of single-carrier zero-padded block transmissions , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).

[51]  Anna Scaglione,et al.  Generalized Multi-Carrier CDMA for MUI/ISI-Resilient Uplink Transmissions Irrespective of Frequency-Selective Multipath , 2000 .

[52]  S. Vitturi,et al.  Analysis of master-slave protocols for real-time-industrial communications over IEEE802.11 WLANs , 2004, 2nd IEEE International Conference on Industrial Informatics, 2004. INDIN '04. 2004.

[53]  Wei Mo,et al.  Maximum Likelihood Semi-blind Channel and Noise Estimation using the EM Algorithm , 2003 .

[54]  Peter Steenkiste,et al.  Measurement and analysis of the error characteristics of an in-building wireless network , 1996, SIGCOMM 1996.

[55]  Dan Duchamp,et al.  Measured performance of a wireless LAN , 1992, [1992] Proceedings 17th Conference on Local Computer Networks.

[56]  Georgios B. Giannakis,et al.  What determines average and outage performance in fading channels? , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[57]  Xue Liu,et al.  Building Robust Wireless LAN for Industrial Control with the DSSS-CDMA Cell Phone Network Paradigm , 2005, IEEE Transactions on Mobile Computing.

[58]  Georgios B. Giannakis,et al.  Block precoding for MUI/ISI-resilient generalized multicarrier CDMA with multirate capabilities , 2001, IEEE Trans. Commun..

[59]  Georgios B. Giannakis,et al.  Cyclic prefixing or zero padding for wireless multicarrier transmissions? , 2002, IEEE Trans. Commun..

[60]  Zhengdao Wang Multi-carrier Ultra-Wideband multiple-access with good re-silience against multiuser interference , 2003 .

[61]  G. Giannakis,et al.  Wireless Multicarrier Communications where Fourier Meets , 2022 .

[62]  Georgios B. Giannakis,et al.  Joint Coded-Precoded OFDM with Low-Complexity Turbo-decoding , 2002 .

[63]  Georgios B. Giannakis,et al.  Space-time diversity systems based on unitary constellation-rotating precoders , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[64]  Andreas Willig,et al.  Redundancy concepts to increase transmission reliability in wireless industrial LANs , 2005, IEEE Transactions on Industrial Informatics.

[65]  Georgios B. Giannakis,et al.  Generalized Multicarrier CDMA: Unification and Linear Equalization , 2005, EURASIP J. Adv. Signal Process..

[66]  Andreas Willig A MAC protocol and a scheduling approach as elements of a lower layers architecture in wireless industrial LANs , 1997, Proceedings 1997 IEEE International Workshop on Factory Communication Systems. WFCS'97.

[67]  G. Manimaran,et al.  Energy-aware scheduling with deadline and reliability constraints in wireless networks , 2007, 2007 Fourth International Conference on Broadband Communications, Networks and Systems (BROADNETS '07).