A. Achtzehn, L. Simi?, P. Gronerth, and P. Mähönen, Survey of IEEE 802.11 Wi-Fi Deployments for Deriving the Spatial Structure of Opportunistic Networks, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). 00017, pp.2627-2632, 2013.

A. Achtzehn, L. Simic, M. Petrova, and P. Mahonen, IEEE 802.11 Wi-Fi Access Point Density Estimation with Capture-Recapture Models, pp.153-159, 2015.

A. Akella, G. Judd, S. Seshan, and P. Steenkiste, Self-Management in Chaotic Wireless Deployments, In: Wirel. Netw, vol.13, pp.737-755, 2007.

R. Baig, R. Roca, F. Freitag, and L. Navarro, Guifi.Net, a Crowdsourced Network Infrastructure Held in Common, In: Computer Networks, vol.90, p.13891286, 2015.
DOI : 10.1109/inm.2015.7140428
URL : https://upcommons.upc.edu/bitstream/2117/79396/1/postprint.pdf

A. Rajesh-krishna-balan, Y. Misra, and . Lee, LiveLabs: Building an In-Situ Real-Time Mobile Experimentation Testbed, Proceedings of the 15th Workshop on Mobile Computing Systems and Applications. HotMobile '14. 00024, vol.14, pp.1-14, 2014.

S. Bi, R. Zhang, Z. Ding, and S. Cui, Wireless Communications in the Era of Big Data, IEEE Communications Magazine, vol.53, pp.163-6804, 2015.

G. Bianchi, Performance Analysis of the IEEE 802.11 Distributed Coordination Function, IEEE Journal on Selected Areas in Communications, vol.18, pp.733-8716, 2000.

B. Braem, A Case for Research with and on Community Networks, In: SIGCOMM Comput. Commun. Rev, vol.43, issue.3, pp.146-4833, 2013.

V. Brik, A. Mishra, and S. Banerjee, Eliminating Handoff Latencies in 802.11 WLANs Using Multiple Radios: Applications, Experience, and Evaluation, Proceedings of the 5th ACM SIGCOMM Conference on Internet Measurement. IMC '05. 00209, pp.27-27, 2005.

N. Brouwers, M. Zuniga, and K. Langendoen, Incremental WiFi Scanning for Energy-Efficient Localization, 2014 IEEE International Conference on Pervasive Computing and Communications (PerCom). 2014 IEEE International Conference on Pervasive Computing and Communications (PerCom). 00027, pp.156-162, 2014.

Z. Can and M. Demirbas, Smartphone-Based Data Collection from Wireless Sensor Networks in an Urban Environment, In: Journal of Network and Computer Applications, vol.58, pp.1084-8045, 2015.

G. Castignani, N. Montavont, A. Arcia-moret, M. Oularbi, and S. Houcke, Cross-Layer Adaptive Scanning Algorithms for IEEE 802.11 Networks, 2011 IEEE Wireless Communications and Networking Conference. 2011 IEEE Wireless Communications and Networking Conference. 00007, pp.327-332, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00725670

G. Castignani, Exploiting Network Diversity, p.2, 2012.
URL : https://hal.archives-ouvertes.fr/tel-00776306

G. Castignani, A. Arcia, and N. Montavont, A Study of the Discovery Process in 802.11 Networks, Comput. Commun. Rev, vol.15, pp.1559-1662, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00609309

G. Castignani, A. Blanc, A. Lampropulos, and N. Montavont, Urban 802.11 Community Networks for Mobile Users: Current Deployments and Prospectives, vol.00015, pp.796-807, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01185012

G. Castignani, A. Lampropulos, A. Blanc, and N. Montavont, Wi2Me: A Mobile Sensing Platform for Wireless Heterogeneous Networks, pp.108-113, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01164306

Y. Chen, B. Li, and Q. Zhang, Incentivizing Crowdsourcing Systems with Network Effects, IEEE INFOCOM 2016 -The 35th Annual IEEE International Conference on Computer Communications. IEEE INFOCOM 2016 -The 35th Annual IEEE International Conference on Computer Communications, pp.1-9, 2016.

Y. Cheng, Y. Chawathe, A. Lamarca, and J. Krumm, Accuracy Characterization for Metropolitan-Scale WiFi Localization, Proceedings of the 3rd International Conference on Mobile Systems, Applications, and Services. MobiSys '05. 00558, pp.233-245, 2005.

, Connect to Wi-Fi Networks -Pixel Phone Help. 00000, 2018.

A. De, L. Oliva, A. Banchs, I. Soto, T. Melia et al., MediaIndependent Handover Services, IEEE Wireless Communications, vol.21, pp.1536-1284, 2008.

A. De, L. Oliva, L. Eznarriaga, C. J. Bernardos, P. Serrano et al., IEEE 802.21: A Shift in the Media Independence, Future Network Mobile Summit (FutureNetw), 2011. Future Network Mobile Summit (FutureNetw), pp.1-8, 2011.
URL : https://hal.archives-ouvertes.fr/inria-00315782

P. Dely, J. Vestin, A. Kassler, N. Bayer, H. Einsiedler et al., CloudMAC: An OpenFlow Based Architecture for 802.11 MAC Layer Processing in the Cloud, 2012 IEEE Globecom Workshops (GC Wkshps). 2012 IEEE Globecom Workshops (GC Wkshps), pp.186-191, 2012.

A. Dhananjay and L. Ruan, PigWin: Meaningful Load Estimation in IEEE 802.11 Based Wireless LANs, 2008 IEEE International Conference on Communications, pp.2541-2546, 2008.

A. Yi-ding, Y. Liu, S. Tarkoma, H. Flinck, H. Schulzrinne et al., Vision: Augmenting WiFi Offloading with An Open-Source Collaborative Platform, Proceedings of the 6th International Workshop on Mobile Cloud Computing and Services. MCS '15, pp.44-48, 2015.

, Ericsson Mobility Report, vol.9, 2017.

J. Eriksson, H. Balakrishnan, and S. Madden, Cabernet: Vehicular Content Delivery Using WiFi, Proceedings of the 14th ACM International Conference on Mobile Computing and Networking. MobiCom '08. 00503, pp.199-210, 2008.

A. Farshad, M. K. Marina, and F. Garcia, Urban WiFi Characterization via Mobile Crowdsensing, Proc. Network Operations and Management Symposium (NOMS), 2014. Network Operations and Management Symposium, pp.978-979, 2014.

P. Fuxjager, D. Valerio, and F. Ricciato, The Myth of NonOverlapping Channels: Interference Measurements in IEEE 802.11, 2007 Fourth Annual Conference on Wireless on Demand Network Systems and Services. 2007 Fourth Annual Conference on Wireless on Demand Network Systems and Services. 00094, pp.1-8, 2007.

R. K. Ganti, F. Ye, and H. Lei, Mobile Crowdsensing: Current State and Future Challenges, IEEE Communications Magazine, vol.49, pp.32-39, 2011.

J. Guterman, A. A. Moreira, C. Peixeiro, and Y. Rahmat-samii, Wrapped Microstrip Antennas for Laptop Computers, IEEE Antennas and Propagation Magazine, vol.51, pp.12-39, 2009.

E. Haghani, M. N. Krishnan, and A. Zakhor, A Method for Estimating Access Delay Distribution in IEEE 802.11 Networks, 2011 IEEE Global Telecommunications Conference -GLOBECOM 2011. 2011 IEEE Global Telecommunications Conference -GLOBE-COM 2011. 00003, pp.1-6, 2011.

D. Halperin, W. Hu, A. Sheth, and D. Wetherall, Predictable 802.11 Packet Delivery from Wireless Channel Measurements, Proceedings of the ACM SIGCOMM, 2010.

, Conference. SIGCOMM '10. 00366, pp.159-170, 2010.

B. Han, V. S. Hui, M. V. Kumar, J. Marathe, A. Shao et al., Mobile Data Offloading through Opportunistic Communications and Social Participation, IEEE Transactions on Mobile Computing, vol.11, issue.5, pp.1536-1233, 2012.

J. Han and S. Han, Nonintrusive Estimation of Expected Throughput for IEEE 802.11 Devices, Consumer Communications and Networking Conference (CCNC), 2014 IEEE 11th. Consumer Communications and Networking Conference (CCNC), pp.275-280, 2014.

K. Hong, J. Kim, M. Kim, and S. Lee, Channel Measurement-Based Access Point Selection in IEEE 802.11 WLANs, Pervasive and Mobile Computing, vol.30, pp.1574-1192, 2016.

. Ieee-commite, IEEE Standard for Information Technology-Telecommunications and Information Exchange between Systems Local and Metropolitan Area Networks-Specific Requirements -Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications, IEEE Std, vol.802, pp.1-3534, 2016.

, IEEE Standard for Architectural Building Blocks Enabling NetworkDevice Distributed Decision Making for Optimized Radio Resource Usage in Heterogeneous Wireless Access Networks Amendment 1: Architecture and Interfaces for Dynamic Spectrum Access Networks in White Space Frequency Bands, IEEE Std, pp.1-99, 1900.

, Wireless LAN Medium Access Control (MAC)and Physical Layer (PHY) Specifications Amendment 1: Radio Resource Measurement of Wireless LANs, IEEE Standard for Information Technology-Local and Metropolitan Area Networks-Specific Requirements-Part, vol.11, pp.1-244, 2008.

, Media Independent Services Framework, IEEE Standard for Local and Metropolitan Area Networks-Part, vol.21, pp.1-314, 2017.

H. Jin, L. Su, H. Xiao, and K. Nahrstedt, IN-CEPTION: Incentivizing Privacy-Preserving Data Aggregation for Mobile Crowd Sensing Systems, Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing. MobiHoc '16. 00002, pp.341-350, 2016.

S. Kajita, H. Yamaguchi, T. Higashino, H. Urayama, M. Yamada et al., Throughput and Delay Estimator for 2, p.4

W. Aps, A Machine Learning-Based Approach, 2015 8th IFIP Wireless and Mobile Networking Conference (WMNC). 2015 8th IFIP Wireless and Mobile Networking Conference (WMNC). 00002, pp.223-226, 2015.

K. Lacurts and H. Balakrishnan, 11 Mesh Networks, Proceedings of the 10th ACM SIGCOMM Conference on Internet Measurement. IMC '10. 00043, vol.802, pp.123-136, 2010.

H. Lee, S. Kim, O. Lee, S. Choi, and S. Lee, Available Bandwidth-Based Association in IEEE 802.11 Wireless LANs, Proceedings of the 11th International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems. MSWiM '08. 00071, pp.132-139, 2008.

K. Lee, J. Lee, Y. Yi, I. Rhee, and S. Chong, Mobile Data Offloading: How Much Can WiFi Deliver, In: Proceedings of the 6th International COnference, vol.26, 2010.

, , 2018.

M. Li, M. Claypool, and R. Kinicki, WBest: A Bandwidth Estimation Tool for IEEE 802.11 Wireless Networks, 33rd IEEE Conference on Local Computer Networks, 2008. LCN 2008. 33rd IEEE Conference on Local Computer Networks, pp.374-381, 2008.

Y. Li, J. Gao, P. P. Lee, L. Su, C. He et al., A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks, IEEE Transactions on Mobile Computing PP, vol.00000, pp.1536-1233, 2016.

Y. Liao and L. Cao, Practical Schemes for Smooth MAC Layer Handoff in 802.11 Wireless Networks, 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM'06). 00109, vol.10, p.190, 2006.

S. Liu and A. Striegel, Casting Doubts on the Viability of WiFi Offloading, Proceedings of the 2012 ACM SIGCOMM Workshop on Cellular Networks: Operations, Challenges, and Future Design, pp.25-30, 2012.

O. Lizardo, M. Penta, M. Chandler, C. Doyle, G. Korniss et al., Analysis of Opinion Evolution in a Multi-Cultural Student Social Network, Procedia Manufacturing, vol.3, p.23519789, 2015.

J. Frank and . Massey, The Kolmogorov-Smirnov Test for Goodness of Fit, In: Journal of the American Statistical Association, vol.46, p.2280095, 1951.

L. Meng, Y. Hulovatyy, A. Striegel, and T. Milenkovi?, On the Interplay Between Individuals' Evolving Interaction Patterns and Traits in Dynamic Multiplex Social Networks, IEEE Transactions on Network Science and Engineering, vol.3, issue.1, pp.2327-4697, 2016.

V. Mhatre and K. Papagiannaki, Using Smart Triggers for Improved User Performance in 802.11 Wireless Networks, Proceedings of the 4th International Conference on Mobile Systems, Applications and Services. MobiSys '06. 00176, pp.246-259, 2006.

A. Mishra, M. Shin, and W. Arbaugh, An Empirical Analysis of the IEEE 802.11 MAC Layer Handoff Process, In: SIGCOMM Comput. Commun. Rev, vol.33, pp.146-4833, 2003.

N. Montavont, A. Arcia-moret, and G. Castignani, On the Selection of Scanning Parameters in IEEE, vol.802, p.11
URL : https://hal.archives-ouvertes.fr/hal-01185007

. Networks, 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC). 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC). 00003, pp.2137-2141, 2013.

D. Murray, M. Dixon, and T. Koziniec, Scanning Delays in 802.11 Networks, The 2007 International Conference on Next Generation Mobile Applications, Services and Technologies, 2007.

J. W. Nah, S. M. Chun, S. Wang, and J. T. Park, Adaptive Handover Method with Application-Awareness for Multimedia Streaming Service in Wireless LAN, 2009 International Conference on Information Networking. 2009 International Conference on Information Networking. 00009, pp.1-7, 2009.

A. Nandugudi, A. Maiti, T. Ki, F. Bulut, M. Demirbas et al., PhoneLab: A Large Programmable Smartphone Testbed, Proceedings of First International Workshop on Sensing and Big Data Mining. SENSEMINE'13. 00065, vol.4, 2013.

N. Mackeown, T. Anderson, H. Balikrishnan, G. Parulkar, L. Peterson et al., OpenFlow: Enabling Innovation in Campus Networks, 2008.

S. C. Qixiang-pang, V. C. Liew, and . Leung, Design of an Effective Loss-Distinguishable MAC Protocol for 802.11 WLAN, IEEE Communications Letters, vol.9, issue.9, pp.1089-7798, 2005.

S. Park, H. Kim, C. Park, J. Kim, and S. Ko, Selective Channel Scanning for Fast Handoff in Wireless LAN Using Neighbor Graph, IFIP International Conference on Personal Wireless Communications

. Springer, , pp.978-981, 2004.

D. Peng, F. Wu, and G. Chen, Pay As How Well You Do: A Quality Based Incentive Mechanism for Crowdsensing, Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing. MobiHoc '15, pp.177-186, 2015.

R. Raghavendra, E. M. Belding, K. Papagiannaki, and K. C. Almeroth, Understanding Handoffs in Large Ieee 802.11 Wireless Networks, Proceedings of the 7th ACM SIGCOMM Conference on Internet Measurement. IMC '07. 00022, pp.333-338, 2007.

I. Ramani and S. Savage, SyncScan: Practical Fast Handoff for 802.11 Infrastructure Networks, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies, vol.1, pp.675-684, 2005.

P. Sapiezynski, A. Stopczynski, R. Gatej, and S. Lehmann, Tracking Human Mobility Using WiFi Signals, PLoS ONE, vol.10, issue.7, 2015.

A. Sathiaseelan, C. Rotsos, C. S. Sriram, D. Trossen, P. Papadimitriou et al., Virtual Public Networks, p.2013

, Second European Workshop on Software Defined Networks. 2013 Second European Workshop on Software Defined Networks. 00015, pp.1-6, 2013.

A. Sathiaseelan, J. Crowcroft, M. Goulden, C. Greiffenhagen3, R. Mortier et al., PAWS: Public Access WiFi Service, Third Annual Digital Economy All Hands Conference -Digital Futures. 00012, 2012.

S. Sen, J. Yoon, J. Hare, J. Ormont, and S. Banerjee, Can They Hear Me Now?: A Case for a Client-Assisted Approach to Monitoring Wide-Area Wireless Networks, Proceedings of the 2011 ACM SIGCOMM Conference on Internet Measurement Conference. IMC '11. 00044, pp.99-116, 2011.

D. Shehadeh, N. Montavont, T. Kerdoncuff, and A. Blanc, Minimal Access Point Set in Urban Area Wifi Networks, 2015 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). 2015 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). 00000, pp.221-228, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01271140

J. Shi, Z. Guan, C. Qiao, T. Melodia, D. Koutsonikolas et al., Crowdsourcing Access Network Spectrum Allocation Using Smartphones, Proceedings of the 13th ACM Workshop on Hot Topics in Networks. HotNets-XIII. 00016, vol.17, pp.1-17, 2014.

J. Shi, L. Meng, A. Striegel, and C. Qiao, A Walk on the Client Side: Monitoring Enterprise {Wifi} Networks Using Smartphone Channel Scans, Proceedings of INFOCOM 2016. 00001, 2016.

M. Shin, A. Mishra, and W. A. Arbaugh, Improving the Latency of 802.11 Hand-Offs Using Neighbor Graphs, Proceedings of the 2Nd International Conference on Mobile Systems, Applications, and Services. MobiSys '04. 00399, pp.70-83, 2004.

S. Shin, A. G. Forte, A. Singh-rawat, and H. Schulzrinne, Reducing MAC Layer Handoff Latency in IEEE 802.11 Wireless LANs, Proceedings of the Second International Workshop on Mobility Management & Wireless Access Protocols. MobiWac '04. 00386, pp.19-26, 2004.

J. Sommers and P. Barford, WiFi: On the Performance of Metro Area Mobile Connections, Proceedings of the 2012 ACM Conference on Internet Measurement Conference. IMC '12. 00098, pp.301-314, 2012.

A. D. Stefano, A. Scaglione, G. Terrazzino, I. Tinnirello, V. Ammirata et al., On the Fidelity of IEEE 802.11 Commercial Cards, First International Conference on Wireless Internet (WICON'05). 00024, pp.10-17, 2005.

A. Striegel, S. Liu, L. Meng, C. Poellabauer, D. Hachen et al., Lessons Learned from the Netsense Smartphone Study, Proceedings of the 5th ACM Workshop on HotPlanet. HotPlanet '13, pp.51-56, 2013.

A. Striegel, S. Liu, X. Hu, and L. Meng, LTE and WiFi: Experiences with Quality and Consumption, In: Procedia Computer Science, vol.34, pp.418-425, 2014.

T. Sun, W. Trappe, and Y. Zhang, Improved AP Association Management Using Machine Learning, Comput. Commun. Rev, vol.14, pp.1559-1662, 2010.

B. S. Bheemarjuna-reddy-tamma, R. R. Manoj, and . Rao, Traffic Sensing and Characterization in Multi-Channel Wireless Networks for Cognitive Networking, In: Computer Networks, vol.56, pp.1389-1286, 2012.

, The Zettabyte Era: Trends and Analysis. 00063

S. Vasudevan, K. Papagiannaki, C. Diot, J. Kurose, and D. Towsley, Facilitating Access Point Selection in IEEE 802.11 Wireless Networks, Proceedings of the 5th ACM SIGCOMM Conference on Internet Measurement. IMC '05. 00198, pp.26-26, 2005.

H. Velayos and G. Karlsson, Techniques to Reduce the IEEE 802.11b Handoff Time, 2004 IEEE International Conference on Communications, vol.7, pp.3844-3848, 2004.

H. L. Vu and T. Sakurai, Collision Probability in Saturated IEEE 802.11 Networks, In Australian Telecommunication Networks and Applications Conference. 00050, 2006.

C. Wang, D. S. Hachen, and O. Lizardo, The CoEvolution of Communication Networks and Drinking Behaviors, 2013 AAAI Fall Symposium Series. 2013 AAAI Fall Symposium Series. 00007, 2013.

X. Hu, L. Song, D. Van-bruggen, and A. Striegel, Is There WiFi Yet?: How Aggressive Probe Requests Deteriorate Energy and Throughput, Proceedings of the 2015 ACM Conference on Internet Measurement Conference. IMC '15. 00006, pp.317-323, 2015.

Y. Yiakoumis, M. Bansal, A. Covington, J. Van-reijendam, S. Katti et al., BeHop: A Testbed for Dense WiFi Networks, In: SIGMOBILE Mob. Comput. Commun. Rev, vol.18, pp.1559-1662, 2015.

J. Yun and S. Seo, Collision Detection Based on Transmission Time Information in IEEE 802.11 Wireless LAN, Fourth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOMW'06). 00019, vol.5, p.414, 2006.

J. Zhang, K. Tan, J. Zhao, H. Wu, and Y. Zhang, A Practical SNR-Guided Rate Adaptation, IEEE INFOCOM 2008 -The 27th Conference on Computer Communications. IEEE INFO-COM 2008 -The 27th Conference on Computer Communications. 00223, 2008.
DOI : 10.1109/infocom.2007.274

L. Zhang, L. Zhao, Z. Wang, and J. Liu, WiFi Networks in Metropolises: From Access Point and User Perspectives, IEEE Communications Magazine, vol.55, issue.5, pp.163-6804, 2017.
DOI : 10.1109/mcom.2017.1600262

C. Zhao and C. Hua, Traffic-Load Aware User Association in Dense Unsaturated Wireless Networks, Sixth International Conference on Wireless Communications and Signal Processing (WCSP). 00001, pp.1-6, 2014.
DOI : 10.1109/wcsp.2014.6992149

. Ipass-wi-fi, , 2018.