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\bibcite{pan2011swallowable}{{1}{2011}{{Pan and Wang}}{{}}}
\bibcite{pahlavan1985wireless}{{2}{1985}{{Pahlavan}}{{}}}
\bibcite{pahlavan1995trends}{{3}{1995}{{Pahlavan et~al.}}{{Pahlavan, Probert, and Chase}}}
\bibcite{pahlavan1988voice}{{4}{1988}{{Pahlavan and Holsinger}}{{}}}
\bibcite{pahlavan1989multipath}{{5}{1989}{{Pahlavan et~al.}}{{Pahlavan, Ganesh, and Hotaling}}}
\bibcite{zhang1989slotted}{{6}{1989}{{Zhang et~al.}}{{Zhang, Pahlavan, and Ganesh}}}
\bibcite{howard1990measurement}{{7}{1990}{{Howard and Pahlavan}}{{}}}
\bibcite{chen2011body}{{8}{2011}{{Chen et~al.}}{{Chen, Gonzalez, Vasilakos, Cao, and Leung}}}
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\bibcite{astrin2009standardization}{{9}{2009}{{Astrin et~al.}}{{Astrin, Huan-Bang, and Kohno}}}
\bibcite{pahlavan2012rf}{{10}{2012{}}{{Pahlavan et~al.}}{{Pahlavan, Bao, Ye, Makarov, Khan, Swar, Cave, Karellas, Krishnamurthy, and Sayrafian}}}
\bibcite{vakil1995measurement}{{11}{1995}{{Vakil}}{{}}}
\bibcite{costamagna2002prospective}{{12}{2002}{{Costamagna et~al.}}{{Costamagna, Shah, Riccioni, Foschia, Mutignani, Perri, Vecchioli, Brizi, Picciocchi, and Marano}}}
\bibcite{rondonotti2005complications}{{13}{2005}{{Rondonotti et~al.}}{{Rondonotti, Herrerias, Pennazio, Caunedo, Mascarenhas-Saraiva, and de~Franchis}}}
\bibcite{mishkin2006asge}{{14}{2006}{{Mishkin et~al.}}{{Mishkin, Chuttani, Croffie, DiSario, Liu, Shah, Somogyi, Tierney, Wong Kee~Song, and Petersen}}}
\bibcite{el2008wireless}{{15}{2008}{{El-Matary}}{{}}}
\HyPL@Entry{109<</P(\376\377\0009\0007)>>}
\bibcite{iddan2000wireless}{{16}{2000}{{Iddan et~al.}}{{Iddan, Meron, Glukhovsky, and Swain}}}
\bibcite{li2012wireless}{{17}{2012}{{Li and Meng}}{{}}}
\bibcite{li2009texture}{{18}{2009}{{Li and Meng}}{{}}}
\bibcite{adler2003wireless}{{19}{2003}{{Adler and Gostout}}{{}}}
\bibcite{ge2004capsule}{{20}{2004}{{Ge et~al.}}{{Ge, Hu, Xiao, et~al.}}}
\bibcite{lee2004diagnosis}{{21}{2004}{{Lee et~al.}}{{Lee, Poon, and Chan}}}
\bibcite{fu2013heterogeneous}{{22}{2013}{{Fu et~al.}}{{Fu, Bao, Ye, and Pahlavan}}}
\bibcite{zheng2012performance}{{23}{2012}{{Zheng et~al.}}{{Zheng, Bao, Fu, and Pahlavan}}}
\bibcite{pahlavan2011principles}{{24}{2011}{{Pahlavan}}{{}}}
\HyPL@Entry{110<</P(\376\377\0009\0008)>>}
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\bibcite{pahlavan2002indoor}{{26}{2002}{{Pahlavan et~al.}}{{Pahlavan, Li, and Makela}}}
\bibcite{pahlavan2006indoor}{{27}{2006}{{Pahlavan et~al.}}{{Pahlavan, Akgul, Heidari, Hatami, Elwell, and Tingley}}}
\bibcite{kanaan2004algorithm}{{28}{2004}{{Kanaan and Pahlavan}}{{}}}
\bibcite{alavi2006using}{{29}{2006}{{Alavi et~al.}}{{Alavi, Pahlavan, Alsindi, and Li}}}
\bibcite{alsindi2007analysis}{{30}{2007{}}{{Alsindi et~al.}}{{Alsindi, Li, and Pahlavan}}}
\bibcite{alsindi2007empirical}{{31}{2007{}}{{Alsindi et~al.}}{{Alsindi, Alavi, and Pahlavan}}}
\bibcite{heidari2008markov}{{32}{2008}{{Heidari and Pahlavan}}{{}}}
\HyPL@Entry{111<</P(\376\377\0009\0009)>>}
\bibcite{pahlavan2010taking}{{33}{2010}{{Pahlavan et~al.}}{{Pahlavan, Akgul, Ye, Morgan, Alizadeh-Shabdiz, Heidari, and Steger}}}
\bibcite{he2013cyber}{{34}{2013{}}{{He et~al.}}{{He, Geng, Wan, Li, and Pahlavan}}}
\bibcite{he2013testbed}{{35}{2013{}}{{He et~al.}}{{He, Pahlavan, Li, and Wang}}}
\bibcite{geng2013modeling}{{36}{2013{}}{{Geng et~al.}}{{Geng, He, and Pahlavan}}}
\bibcite{pahlavan2012challenges}{{37}{2012{}}{{Pahlavan et~al.}}{{Pahlavan, Ye, Fu, and Khan}}}
\bibcite{hu2005efficient}{{38}{2005}{{Hu et~al.}}{{Hu, Meng, and Mandal}}}
\bibcite{hu2006efficient}{{39}{2006}{{Hu et~al.}}{{Hu, Meng, and Mandal}}}
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\bibcite{bao2013emulation}{{40}{2013{}}{{Bao et~al.}}{{Bao, Mi, and Pahlavan}}}
\bibcite{faigel2008capsule}{{41}{2008}{{Faigel and Cave}}{{}}}
\bibcite{kusuda2005further}{{42}{2005}{{Kusuda}}{{}}}
\bibcite{ciuti2011capsule}{{43}{2011}{{Ciuti et~al.}}{{Ciuti, Menciassi, and Dario}}}
\bibcite{chandra2013localization}{{44}{2013}{{Chandra et~al.}}{{Chandra, Johansson, and Tufvesson}}}
\bibcite{than2012review}{{45}{2012}{{Than et~al.}}{{Than, Alici, Zhou, and Li}}}
\bibcite{salerno2012discrete}{{46}{2012}{{Salerno et~al.}}{{Salerno, Ciuti, Lucarini, Rizzo, Valdastri, Menciassi, Landi, and Dario}}}
\HyPL@Entry{113<</P(\376\377\0001\0000\0001)>>}
\bibcite{carpi2007controlled}{{47}{2007}{{Carpi et~al.}}{{Carpi, Galbiati, and Carpi}}}
\bibcite{carpi2011magnetically}{{48}{2011}{{Carpi et~al.}}{{Carpi, Kastelein, Talcott, and Pappone}}}
\bibcite{wang2006localization}{{49}{2006}{{Wang et~al.}}{{Wang, Meng, and Hu}}}
\bibcite{ciuti2010robotic}{{50}{2010}{{Ciuti et~al.}}{{Ciuti, Valdastri, Menciassi, and Dario}}}
\bibcite{liu2009capsule}{{51}{2009}{{Liu et~al.}}{{Liu, Hu, Cai, and Meng}}}
\bibcite{ye2012accuracy}{{52}{2012}{{Ye et~al.}}{{Ye, Swar, Pahlavan, and Ghaboosi}}}
\bibcite{pourhomayoun2013accurate}{{53}{2013}{{Pourhomayoun et~al.}}{{Pourhomayoun, Jin, and Fowler}}}
\HyPL@Entry{114<</P(\376\377\0001\0000\0002)>>}
\bibcite{arab2013investigation}{{54}{2013}{{Arab et~al.}}{{Arab, Heimlich, and Dutkiewicz}}}
\bibcite{atuegwu2008volumetric}{{55}{2008}{{Atuegwu and Galloway}}{{}}}
\bibcite{gao2010design}{{56}{2010}{{Gao et~al.}}{{Gao, Hu, Chen, Zhang, and Liu}}}
\bibcite{weitschies1994magnetic}{{57}{1994}{{Weitschies et~al.}}{{Weitschies, Wedemeyer, Stehr, and Trahms}}}
\bibcite{bao2013video}{{58}{2013{}}{{Bao et~al.}}{{Bao, Mi, and Pahlavan}}}
\bibcite{iakovidis2013capsule}{{59}{2013}{{Iakovidis et~al.}}{{Iakovidis, Spyrou, Diamantis, and Tsiompanidis}}}
\HyPL@Entry{115<</P(\376\377\0001\0000\0003)>>}
\bibcite{duda2007vq}{{60}{2007}{{Duda et~al.}}{{Duda, Zielinski, Duplaga, Grega, and Leszczuk}}}
\bibcite{bulat2007data}{{61}{2007}{{Bulat et~al.}}{{Bulat, Duda, Duplaga, Fraczek, Skalski, Socha, Turcza, and Zielinski}}}
\bibcite{fischer2001localization}{{62}{2001}{{Fischer et~al.}}{{Fischer, Shreiber, Meron, Frisch, Jacob, Glukhovsky, and Engel}}}
\bibcite{fischer2004capsule}{{63}{2004}{{Fischer et~al.}}{{Fischer, Schreiber, Levi, and Eliakim}}}
\bibcite{shah2006development}{{64}{2006}{{Shah et~al.}}{{Shah, Aziz, and Vaithianathan}}}
\bibcite{wang2009novel}{{65}{2009}{{Wang et~al.}}{{Wang, Hu, Tian, Li, and Meng}}}
\HyPL@Entry{116<</P(\376\377\0001\0000\0004)>>}
\bibcite{zhang2010design}{{66}{2010}{{Zhang et~al.}}{{Zhang, Zhu, Mo, Hou, and Rong}}}
\bibcite{yu2009ground}{{67}{2009}{{Yu et~al.}}{{Yu, Sharp, and Guo}}}
\bibcite{pandey2006survey}{{68}{2006}{{Pandey and Agrawal}}{{}}}
\bibcite{pahlavan2009networking}{{69}{2009}{{Pahlavan and Krishnamurthy}}{{}}}
\bibcite{pahlavan2013principles}{{70}{2013}{{Pahlavan and Krishnamurthy}}{{}}}
\bibcite{bulusu2000gps}{{71}{2000}{{Bulusu et~al.}}{{Bulusu, Heidemann, and Estrin}}}
\bibcite{chan2006time}{{72}{2006}{{Chan et~al.}}{{Chan, Tsui, So, and Ching}}}
\bibcite{pahlavan2000overview}{{73}{2000}{{Pahlavan et~al.}}{{Pahlavan, Li, Ylianttila, Chana, and Latva-aho}}}
\HyPL@Entry{117<</P(\376\377\0001\0000\0005)>>}
\bibcite{fisher2012new}{{74}{2012}{{Fisher and Hasler}}{{}}}
\bibcite{arshak2007adaptive}{{75}{2007}{{Arshak and Adepoju}}{{}}}
\bibcite{sayrafian2009statistical}{{76}{2009}{{Sayrafian-Pour et~al.}}{{Sayrafian-Pour, Yang, Hagedorn, Terrill, and Yazdandoost}}}
\bibcite{he2012modeling}{{77}{2012}{{He et~al.}}{{He, Geng, and Pahlavan}}}
\bibcite{geng2013empirical}{{78}{2013{}}{{Geng et~al.}}{{Geng, Wan, He, and Pahlavan}}}
\bibcite{geng2013modeling2}{{79}{2013}{{Geng}}{{}}}
\bibcite{fuller2009tutorial}{{80}{2009}{{Fuller}}{{}}}
\HyPL@Entry{118<</P(\376\377\0001\0000\0006)>>}
\bibcite{ccamlica2013implant}{{81}{2013}{{{\c {C}}aml{\i }ca et~al.}}{{{\c {C}}aml{\i }ca, Fidan, and Yavuz}}}
\bibcite{shen2008performance}{{82}{2008}{{Shen et~al.}}{{Shen, Zetik, and Thoma}}}
\bibcite{cheung2004least}{{83}{2004}{{Cheung et~al.}}{{Cheung, So, Ma, and Chan}}}
\bibcite{ziskind1988maximum}{{84}{1988}{{Ziskind and Wax}}{{}}}
\bibcite{chen2002maximum}{{85}{2002}{{Chen et~al.}}{{Chen, Hudson, and Yao}}}
\bibcite{kuang2006maximum}{{86}{2006}{{Kuang and Shao}}{{}}}
\bibcite{cramer1999mathematical}{{87}{1999}{{Cram{\'e}r}}{{}}}
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\bibcite{rao1995linear}{{88}{1995}{{Rao and Toutenburg}}{{}}}
\bibcite{patwari2003relative}{{89}{2003}{{Patwari et~al.}}{{Patwari, Hero, Perkins, Correal, and O'dea}}}
\bibcite{patwari2005locating}{{90}{2005}{{Patwari et~al.}}{{Patwari, Ash, Kyperountas, Hero, Moses, and Correal}}}
\bibcite{spyrou2014video}{{91}{2014}{{Spyrou and Iakovidis}}{{}}}
\bibcite{cave2007multi}{{92}{2007}{{Cave et~al.}}{{Cave, Fleischer, Gostout, Faigel, Leighton, Heigh, Sharma, Mergener, Bhattacharya, Rajan, et~al.}}}
\bibcite{fort2006ultra}{{93}{2006}{{Fort et~al.}}{{Fort, Desset, De~Doncker, Wambacq, and Van~Biesen}}}
\bibcite{ryckaert2004channel}{{94}{2004}{{Ryckaert et~al.}}{{Ryckaert, De~Doncker, Meys, de~Le~Hoye, and Donnay}}}
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\bibcite{guanqunsvm}{{95}{2013}{{Bao and Pahlavan}}{{}}}
\bibcite{baomodeling}{{96}{2012}{{Bao et~al.}}{{Bao, Ye, Khan, Zheng, and Pahlavan}}}
\bibcite{ye2011accuracy}{{97}{2011}{{Ye et~al.}}{{Ye, Khan, Alsindi, Fu, and Pahlavan}}}
\bibcite{jetto1999development}{{98}{1999}{{Jetto et~al.}}{{Jetto, Longhi, and Venturini}}}
\bibcite{howard2006multi}{{99}{2006}{{Howard}}{{}}}
\bibcite{silveira2008efficient}{{100}{2008}{{Silveira et~al.}}{{Silveira, Malis, and Rives}}}
\bibcite{castellanos2001multisensor}{{101}{2001}{{Castellanos et~al.}}{{Castellanos, Neira, and Tard{\'o}s}}}
\HyPL@Entry{121<</P(\376\377\0001\0000\0009)>>}
\bibcite{davison2002simultaneous}{{102}{2002}{{Davison and Murray}}{{}}}
\bibcite{poh2010multi}{{103}{2010}{{Poh et~al.}}{{Poh, Htwe, Li, Shen, Liu, Lim, Chan, and Tan}}}
\bibcite{nock2004statistical}{{104}{2004}{{Nock and Nielsen}}{{}}}
\bibcite{suykens1999least}{{105}{1999}{{Suykens and Vandewalle}}{{}}}
\bibcite{morel2009asift}{{106}{2009}{{Morel and Yu}}{{}}}
\bibcite{tillo2010inverse}{{107}{2010}{{Tillo et~al.}}{{Tillo, Lim, Wang, Hang, and Qian}}}
\bibcite{sathyanarayana2007real}{{108}{2007}{{Sathyanarayana et~al.}}{{Sathyanarayana, Thambipillai, and Clarke}}}
\HyPL@Entry{122<</P(\376\377\0001\0001\0000)>>}
\bibcite{de2009intestinal}{{109}{2009}{{De~Iorio et~al.}}{{De~Iorio, Malagelada, Azpiroz, Maluenda, Violanti, Igual, Vitri{\`a}, and Malagelada}}}
\bibcite{schoofs2006pillcam}{{110}{2006}{{Schoofs et~al.}}{{Schoofs, Devi{\`e}re, and Van~Gossum}}}
\bibcite{spada2011pillcam}{{111}{2011}{{Spada et~al.}}{{Spada, Riccioni, Hassan, Petruzziello, Cesaro, and Costamagna}}}
\bibcite{li2008omom}{{112}{2008}{{Li et~al.}}{{Li, Zhang, Chen, and Li}}}
\bibcite{france2005layered}{{113}{2005}{{France et~al.}}{{France, Lenoir, Angelidis, Meseure, Cani, Faure, and Chaillou}}}
\bibcite{palagyi19983d}{{114}{1998}{{Pal{\'a}gyi and Kuba}}{{}}}
\bibcite{seshamani2006real}{{115}{2006}{{Seshamani et~al.}}{{Seshamani, Lau, and Hager}}}
\HyPL@Entry{123<</P(\376\377\0001\0001\0001)>>}
\bibcite{szczypinski2009model}{{116}{2009}{{Szczypi{\'n}ski et~al.}}{{Szczypi{\'n}ski, Sriram, Sriram, Reddy, et~al.}}}
\bibcite{liu2013wideband}{{117}{2013}{{Liu et~al.}}{{Liu, Chen, Khan, Alkandari, and Pahlavan}}}
\bibcite{swar2012accuracy}{{118}{2012}{{Swar et~al.}}{{Swar, Pahlavan, and Khan}}}
\bibcite{chen2013comparison}{{119}{2013}{{Chen et~al.}}{{Chen, Ye, and Pahlavan}}}
\bibcite{zhang2013rf}{{120}{2013}{{Zhang et~al.}}{{Zhang, Lim, Wang, Tillo, Man, and Wang}}}
\bibcite{takizawa2008channel}{{121}{2008}{{Takizawa et~al.}}{{Takizawa, Aoyagi, Takada, Katayama, Yekeh, Yazdandoost, and Kobayashi}}}
\HyPL@Entry{124<</P(\376\377\0001\0001\0002)>>}
\bibcite{lim2013investigation}{{122}{2013}{{Lim et~al.}}{{Lim, Wang, Chen, Tillo, and Man}}}
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