A review of radio channel models for body centric communications

The human body is an extremely challenging environment for the operation of wireless communications systems, not least because of the complex antenna-body electromagnetic interaction effects which can occur. This is further compounded by the impact of movement and the propagation characteristics of the local environment which all have an effect upon body centric communications channels. As the successful design of body area networks (BANs) and other types of body centric system is inextricably linked to a thorough understanding of these factors, the aim of this paper is to conduct a survey of the current state of the art in relation to propagation and channel models primarily for BANs but also considering other types of body centric communications. We initially discuss some of the standardization efforts performed by the Institute of Electrical and Electronics Engineers 802.15.6 task group before focusing on the two most popular types of technologies currently being considered for BANs, namely narrowband and Ultrawideband (UWB) communications. For narrowband communications the applicability of a generic path loss model is contended, before presenting some of the scenario specific models which have proven successful. The impacts of human body shadowing and small-scale fading are also presented alongside some of the most recent research into the Doppler and time dependencies of BANs. For UWB BAN communications, we again consider the path loss as well as empirical tap delay line models developed from a number of extensive channel measurement campaigns conducted by research institutions around the world. Ongoing efforts within collaborative projects such as Committee on Science and Technology Action IC1004 are also described. Finally, recent years have also seen significant developments in other areas of body centric communications such as off-body and body-to-body communications. We highlight some of the newest relevant research in these areas as well as discussing some of the advanced topics which are currently being addressed in the field of body centric communications.

[1]  David J. Edwards,et al.  UWB body area network channel modeling: An analytical approach , 2012 .

[2]  W.G. Scanlon,et al.  Channel Characterization for Single- and Multiple-Antenna Wearable Systems Used for Indoor Body-to-Body Communications , 2009, IEEE Transactions on Antennas and Propagation.

[3]  Stavros Stavrou,et al.  Power delay profile modelling of the ultra wideband off-body propagation channel , 2010 .

[4]  Minseok Kim,et al.  Statistical Model for 4.5-GHz Narrowband On-Body Propagation Channel With Specific Actions , 2009, IEEE Antennas and Wireless Propagation Letters.

[5]  Jari Iinatti,et al.  Effect of body motion and the type of antenna on the measured UWB channel characteristics in medical applications of wireless body area networks , 2009, 2009 IEEE International Conference on Ultra-Wideband.

[6]  Carla Oliveira,et al.  A Statistical Model to Characterize User Influence in Body Area Networks , 2010, 2010 IEEE 72nd Vehicular Technology Conference - Fall.

[7]  Raffaele D'Errico,et al.  A Statistical Model for On-Body Dynamic Channels , 2010, Int. J. Wirel. Inf. Networks.

[8]  Raffaele D'Errico,et al.  Delay dispersion of the on-body dynamic channel , 2010, Proceedings of the Fourth European Conference on Antennas and Propagation.

[9]  W. Scanlon,et al.  The � Distribution Applied to the Analysis of Fading in Body to Body Communication Channels for Fire and Rescue Personnel , 2008 .

[10]  W.G. Scanlon,et al.  A Time-Domain Approach to the Analysis and Modeling of On-Body Propagation Characteristics Using Synchronized Measurements at 2.45 GHz , 2009, IEEE Transactions on Antennas and Propagation.

[11]  Simon L. Cotton,et al.  A Statistical Analysis of Indoor Multipath Fading for a Narrowband Wireless Body Area Network , 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

[12]  Chia-Chin Chong,et al.  A Comprehensive Standardized Model for Ultrawideband Propagation Channels , 2006, IEEE Transactions on Antennas and Propagation.

[13]  G. Vermeeren,et al.  Path loss model for wireless narrowband communication above flat phantom , 2006 .

[14]  Imdad Khan,et al.  Multiple antenna systems for increasing on-body channel capacity and reducing BAN-to-BAN interference , 2010, 2010 International Workshop on Antenna Technology (iWAT).

[15]  Patrick Van Torre,et al.  Characterization of Measured Indoor Off-Body MIMO Channels with Correlated Fading, Correlated Shadowing and Constant Path Loss , 2012, IEEE Transactions on Wireless Communications.

[16]  M. Zhadobov,et al.  On-Body Propagation at 60 GHz , 2013, IEEE Transactions on Antennas and Propagation.

[17]  M. A. Stuchly,et al.  Parameterization of media dispersive properties for FDTD , 1997 .

[18]  M. Yacoub,et al.  On higher order statistics of the Nakagami-m distribution , 1999 .

[19]  J. P. McGeehan,et al.  Influence of body proximity on the efficiency of a wearable textile patch antenna , 2012, 2012 6th European Conference on Antennas and Propagation (EUCAP).

[20]  Gordon L. Stuber,et al.  Principles of Mobile Communication , 1996 .

[21]  Kin-Lu Wong,et al.  Broad-band single-patch circularly polarized microstrip antenna with dual capacitively coupled feeds , 2001 .

[22]  P. D. Doncker,et al.  Dynamic Channel Modeling at 2.4 GHz for On-Body Area Networks , 2011 .

[23]  F. Horlin,et al.  A Comprehensive Channel Model for UWB Multisensor Multiantenna Body Area Networks , 2010, IEEE Transactions on Antennas and Propagation.

[24]  G. A. Conway,et al.  An analytical path-loss model for on-body radio propagation , 2010, 2010 URSI International Symposium on Electromagnetic Theory.

[25]  John C. Batchelor,et al.  Covert dual-band wearable button antenna , 2006 .

[26]  W.G. Scanlon,et al.  The $\kappa-\mu$ Distribution Applied to the Analysis of Fading in Body to Body Communication Channels for Fire and Rescue Personnel , 2008, IEEE Antennas and Wireless Propagation Letters.

[27]  Simon L. Cotton,et al.  Characterization of the on-body channel in an outdoor environment at 2.45 GHz , 2009, 2009 3rd European Conference on Antennas and Propagation.

[28]  Simon L. Cotton,et al.  Millimeter-wave soldier-to-soldier communications for covert battlefield operations , 2009, IEEE Communications Magazine.

[29]  Zhi Ning Chen,et al.  Inter-body channel model for UWB communications , 2009, 2009 3rd European Conference on Antennas and Propagation.

[30]  Tharaka A. Lamahewa,et al.  Propagation Models for Body-Area Networks: A Survey and New Outlook , 2013, IEEE Antennas and Propagation Magazine.

[31]  Stephanie Boehm Wireless Communications And Networking , 2016 .

[32]  R. D'Errico,et al.  Comparing On-Body dynamic channels for two antenna designs , 2012, 2012 Loughborough Antennas & Propagation Conference (LAPC).

[33]  R. D’Errico,et al.  Off-Body channel modelling at 2.45 GHz for two different antennas , 2012, 2012 6th European Conference on Antennas and Propagation (EUCAP).

[34]  Kamran Sayrafian-Pour,et al.  Body Area Networking: Selected Papers from IEEE PIMRC 2009 , 2010, Int. J. Wirel. Inf. Networks.

[35]  David B Smith,et al.  Second-Order Statistics for Many-Link Body Area Networks , 2010, IEEE Antennas and Wireless Propagation Letters.

[36]  Ziri-Castro,et al.  Indoor radio channel characterization and modeling for a 5.2-GHz bodyworn receiver , 2004, IEEE Antennas and Wireless Propagation Letters.

[37]  Piet Wambacq,et al.  Indoor body-area channel model for narrowband communications , 2007 .

[38]  Sílvia Ruiz Boqué,et al.  Acte inaugural de l'acció europea COST IC1004: Cooperative Radio Communications for Green Smart Environments , 2012 .

[39]  W. Scanlon,et al.  Higher Order Statistics for Lognormal Small-Scale Fading in Mobile Radio Channels , 2007, IEEE Antennas and Wireless Propagation Letters.

[40]  Raffaele D'Errico,et al.  A Performance Evaluation of Cooperative Schemes for On-Body Area Networks Based on Measured Time-Variant Channels , 2011, 2011 IEEE International Conference on Communications (ICC).

[41]  T. Brown,et al.  Ultra-wideband measurements and results for sparse off-body communication channels , 2008, 2008 Loughborough Antennas and Propagation Conference.

[42]  Raffaele D'Errico,et al.  Time-variant BAN channel characterization , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[43]  L. Hanlen,et al.  Statistical characterization of the dynamic narrowband body area channel , 2008, 2008 First International Symposium on Applied Sciences on Biomedical and Communication Technologies.

[44]  P. Palange,et al.  From the authors , 2007, European Respiratory Journal.

[45]  안병철,et al.  Wireless Body Area Networks의 관련기술과 연구경향에 대한 이해 , 2014 .

[46]  David B. Smith,et al.  Cooperative body-area-communications: First and second-order statistics with decode-and-forward , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[47]  Harri Viittala,et al.  Different experimental WBAN channel models and IEEE802.15.6 models: Comparison and effects , 2009, 2009 2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies.

[48]  Leif Hanlen,et al.  Narrowband channel characterization for Body Area Networks , 2008 .

[49]  I. Sakagami,et al.  Effective 2-Debye-Pole FDTD Model of Electromagnetic Interaction Between Whole Human Body and UWB Radiation , 2007, IEEE Microwave and Wireless Components Letters.

[50]  M.D. Yacoub,et al.  The $\alpha$-$\mu$ Distribution: A Physical Fading Model for the Stacy Distribution , 2007, IEEE Transactions on Vehicular Technology.

[51]  Michal Mackowiak,et al.  A Statistical Model for the Influence of Body Dynamics on the Gain Pattern of Wearable Antennas in Off-Body Radio Channels , 2013, Wirel. Pers. Commun..

[52]  C Gabriel,et al.  The dielectric properties of biological tissues: I. Literature survey. , 1996, Physics in medicine and biology.

[53]  Xinlei Chen,et al.  Channel Modeling of UWB-Based Wireless Body Area Networks , 2011, 2011 IEEE International Conference on Communications (ICC).

[54]  Simon L. Cotton,et al.  An experimental investigation into the influence of user state and environment on fading characteristics in wireless body area networks at 2.45 GHz , 2009, IEEE Transactions on Wireless Communications.

[55]  Z. H. Hu,et al.  Measurements and Statistical Analysis of On-Body Channel Fading at 2.45 GHz , 2007, IEEE Antennas and Wireless Propagation Letters.

[56]  G. Troster,et al.  UWB for noninvasive wireless body area networks: channel measurements and results , 2003, IEEE Conference on Ultra Wideband Systems and Technologies, 2003.

[57]  Gill R. Tsouri,et al.  An Investigation Into Relaying of Creeping Waves for Reliable Low-Power Body Sensor Networking , 2011, IEEE Transactions on Biomedical Circuits and Systems.

[58]  L. Martens,et al.  Path loss models for wireless communication channel along arm and torso: measurements and simulations , 2007, 2007 IEEE Antennas and Propagation Society International Symposium.

[59]  S.C. Hagness,et al.  A confocal microwave imaging algorithm for breast cancer detection , 2001, IEEE Microwave and Wireless Components Letters.

[60]  L. Hanlen,et al.  Temporal correlation of dynamic on-body area radio channel , 2009 .

[61]  Michal Mackowiak,et al.  Radiation Pattern of Wearable Antennas: A Statistical Analysis of the Influence of the Human Body , 2012, Int. J. Wirel. Inf. Networks.

[62]  Jon W. Mark,et al.  Wireless Communications and Networking , 2002 .

[63]  Takehiko Kobayashi Recent progress of ultra wideband radio propagation studies for body area network , 2009, 2009 2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies.

[64]  William G. Scanlon,et al.  Link characteristics for an off-body UWB transmitter in a hospital environment , 2009, 2009 Loughborough Antennas & Propagation Conference.

[65]  Roberto Verdone,et al.  Body-to-Body communications: A measurement-based channel model at 2.45 GHz , 2012, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC).

[66]  M. Kivikoski,et al.  Wearable antennas in the vicinity of human body , 2004, IEEE Antennas and Propagation Society Symposium, 2004..

[67]  Yu Wang,et al.  Measurement based investigations for future communication system performance evaluation , 2009, 2009 Loughborough Antennas & Propagation Conference.

[68]  W. G. Scanlon,et al.  An experimental study on the impact of human body shadowing in off-body communications channels at 2.45 GHz , 2011, Proceedings of the 5th European Conference on Antennas and Propagation (EUCAP).

[69]  Matti Hämäläinen,et al.  A Dynamic Channel Model of UWB-WBAN for Some Medical Applications , 2010 .

[70]  Peter S. Hall,et al.  Short-term and long-term fading of on-body transmission channels at 2.45 GHz , 2009, 2009 Loughborough Antennas & Propagation Conference.

[71]  Raffaele D'Errico,et al.  Evaluating a TDMA MAC for body area networks using a space-time dependent channel model , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[72]  A. Fort,et al.  A Body Area Propagation Model Derived From Fundamental Principles: Analytical Analysis and Comparison With Measurements , 2010, IEEE Transactions on Antennas and Propagation.

[73]  W. Scanlon,et al.  Antennas for Over-Body-Surface Communication at 2.45 GHz , 2009, IEEE Transactions on Antennas and Propagation.

[74]  William Scanlon,et al.  Autocorrelation of signal fading in wireless body area networks , 2009 .

[75]  Kin-Lu Wong,et al.  Characteristics of a 2.4‐GHz compact shorted patch antenna in close proximity to a lossy medium , 2005 .

[76]  David B. Smith,et al.  Challenges in body area networks for healthcare: the MAC , 2012, IEEE Communications Magazine.

[77]  J. Gorce,et al.  Full mesh channel measurements on Body Area Networks under walking scenarios , 2013, 2013 7th European Conference on Antennas and Propagation (EuCAP).

[78]  Yang Hao,et al.  Statistical Analysis and Performance Evaluation for On-Body Radio Propagation With Microstrip Patch Antennas , 2007, IEEE Transactions on Antennas and Propagation.

[79]  Michel Daoud Yacoub,et al.  On the second-order statistics of Nakagami fading simulators , 2009, IEEE Transactions on Communications.

[80]  Zoran Utkovski,et al.  Cooperative Radio Communications for Green Smart Environments , 2013 .

[81]  Aleksandar Milenkovic,et al.  Journal of Neuroengineering and Rehabilitation Open Access a Wireless Body Area Network of Intelligent Motion Sensors for Computer Assisted Physical Rehabilitation , 2005 .

[82]  F. Horlin,et al.  Dynamic Channel Modeling for Multi-Sensor Body Area Networks , 2013, IEEE Transactions on Antennas and Propagation.

[83]  R. D'Errico,et al.  Space-time correlation for on-to-Off Body channels at 2.45 GHz , 2013, 2013 7th European Conference on Antennas and Propagation (EuCAP).

[84]  Jari Iinatti,et al.  UWB Channel Characteristics in the Proximity of a Dynamic Human Body for WBAN Medical Applications , 2010 .

[85]  Heng Luo,et al.  Simulation of millimetre-wave channels for short-range body to body communications , 2010, Proceedings of the Fourth European Conference on Antennas and Propagation.

[86]  Yang Hao,et al.  AN ADVANCED UWB CHANNEL MODEL FOR BODY- CENTRIC WIRELESS NETWORKS , 2013 .

[87]  Arthur van Roermund,et al.  Wireless Body Area Networks , 2014 .

[88]  Simon L. Cotton,et al.  Spatial Diversity and Correlation for Off-Body Communications in Indoor Environments at 868 MHz , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[89]  Simon L. Cotton,et al.  A simulated study of co-channel inter-BAN interference at 2.45 GHz and 60 GHz , 2010, The 3rd European Wireless Technology Conference.

[90]  D. B. da Costa,et al.  Joint statistics for two correlated Weibull variates , 2005, IEEE Antennas and Wireless Propagation Letters.

[91]  A. Fort,et al.  An ultra-wideband body area propagation channel Model-from statistics to implementation , 2006, IEEE Transactions on Microwave Theory and Techniques.

[92]  Michal Mackowiak,et al.  Comparing off-body dynamic channel model with real-time measurements , 2013, 2013 7th International Symposium on Medical Information and Communication Technology (ISMICT).

[93]  Yifan Chen,et al.  Cooperative Communications in Ultra-Wideband Wireless Body Area Networks: Channel Modeling and System Diversity Analysis , 2009, IEEE Journal on Selected Areas in Communications.

[94]  Jian Zhang,et al.  Interference in body area networks: Are signal-links and interference-links independent? , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[95]  Julien Ryckaert,et al.  Channel model for wireless communication around human body , 2004 .

[96]  Yu Wang,et al.  Characterization of the Indoor Multiantenna Body-to-Body Radio Channel , 2009, IEEE Transactions on Antennas and Propagation.

[97]  Simon L. Cotton,et al.  Characteristics of the complex received signal in dynamic body area networks , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[98]  W.G. Scanlon,et al.  Characterization and Modeling of the Indoor Radio Channel at 868 MHz for a Mobile Bodyworn Wireless Personal Area Network , 2007, IEEE Antennas and Wireless Propagation Letters.

[99]  Matti Hämäläinen,et al.  Measurement-based on-body path loss modelling for UWB WBAN communications , 2013, 2013 7th International Symposium on Medical Information and Communication Technology (ISMICT).

[100]  Leif Hanlen,et al.  Interference in body area networks: Distance does not dominate , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[101]  H. Akaike A new look at the statistical model identification , 1974 .

[102]  Jari H. Iinatti,et al.  UWB channel modelling for wireless body area networks in a hospital , 2010, Int. J. Ultra Wideband Commun. Syst..

[103]  Zhen Hua Hu,et al.  Fading of the transmission channel between two wireless body area networks in an office at 2.45 GHz and 5.8 GHz , 2010, 2010 Loughborough Antennas & Propagation Conference.

[104]  Mehul Motani,et al.  Inter-User Interference in Body Sensor Networks: Preliminary Investigation and an Infrastructure-Based Solution , 2009, 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks.

[105]  Angelos A. Goulianos,et al.  A Novel Path-Loss Model for UWB Off-Body Propagation , 2008, VTC Spring 2008 - IEEE Vehicular Technology Conference.

[106]  S. O. Rice,et al.  Statistical properties of a sine wave plus random noise , 1948, Bell Syst. Tech. J..

[107]  P. De Doncker,et al.  Statistical characterization and modeling of Doppler spectrum in dynamic on-body channels , 2013, IEEE Antennas and Wireless Propagation Letters.

[108]  Jian Zhang,et al.  Characterization of the Dynamic Narrowband On-Body to Off-Body Area Channel , 2009, 2009 IEEE International Conference on Communications.

[109]  R. Chandra,et al.  An Analytical Link-Loss Model for On-Body Propagation Around the Body Based on Elliptical Approximation of the Torso With Arms' Influence Included , 2013, IEEE Antennas and Wireless Propagation Letters.

[110]  P. S. Hall,et al.  Antennas and propagation for body centric communications , 2006, 2006 First European Conference on Antennas and Propagation.

[111]  C. Orlenius,et al.  In Situ Measurement of UHF Wearable Antenna Radiation Efficiency Using a Reverberation Chamber , 2008, IEEE Antennas and Wireless Propagation Letters.

[112]  C. Parini,et al.  Antennas and propagation for on-body communication systems , 2007, IEEE Antennas and Propagation Magazine.