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Erschienen in: Wireless Personal Communications 3/2017

07.09.2016

Joint Frequency Assignment and Association Control to Maximize the Aggregate Throughput in IEEE 802.11 WLAN

verfasst von: Babul P. Tewari, Sasthi C. Ghosh

Erschienen in: Wireless Personal Communications | Ausgabe 3/2017

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Abstract

The performance of an IEEE 802.11 wireless local area network is highly dependent on how the stations (STAs) are associated with the access points (APs). Frequency channels are assigned to the APs satisfying the interference constraints among them. As the number of non-overlapping frequency channels are limited, all APs in a given area may not be activated simultaneously because of mutual co-channel interference. The major concern of this paper is to select an appropriate subset of APs together with their frequency assignment as well as to find out an efficient association between the STAs and APs that maximizes the aggregate throughput of the network. We argue that, the two-step solution of the problem may become a suboptimal solution whereas ignoring the interference may cause a significant overestimation of the performance. Motivated by these, we propose an integrated model based on integer programming and an efficient greedy algorithm that address both aspects simultaneously. The performance of the proposed approach is analyzed for different utility functions and association policies. We have shown that the proposed approach outperforms some existing approaches and takes care of load balancing across the APs as well as fairness in throughput obtained by the STAs. Moreover the approach is robust enough to support user mobility and able to manage external interference.

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Literatur
1.
Zurück zum Zitat Tewari, B. P., & Ghosh, S. C. (2012). Joint frequency assignment and optimal association of stations to access points in IEEE 802.11 WLAN. In Proceedings of the 15th ACM MSWiM, Paphos, Cyprus (pp. 253–260). Tewari, B. P., & Ghosh, S. C. (2012). Joint frequency assignment and optimal association of stations to access points in IEEE 802.11 WLAN. In Proceedings of the 15th ACM MSWiM, Paphos, Cyprus (pp. 253–260).
2.
Zurück zum Zitat Kumar, A., & Kumar, V. (2005). Optimal association of stations and APs in IEEE 802.11 WLAN. In Proceedings of national communications conference (NCC). Kumar, A., & Kumar, V. (2005). Optimal association of stations and APs in IEEE 802.11 WLAN. In Proceedings of national communications conference (NCC).
3.
Zurück zum Zitat Bejrtano, Y., Han, S.-J., & Li, L. (2007). Fairness and load balancing in wireless LANs using association control. IEEE/ACM Transactions on Networking, 15(3), 560–573.CrossRef Bejrtano, Y., Han, S.-J., & Li, L. (2007). Fairness and load balancing in wireless LANs using association control. IEEE/ACM Transactions on Networking, 15(3), 560–573.CrossRef
4.
Zurück zum Zitat Xu, F., Tan, C. C., Li, Q., Yan, G., & Wu, J. (2010). Designing a practical access point association protocol. In Proceedings of the INFOCOM 2010, San Diego (pp. 1361–1369). Xu, F., Tan, C. C., Li, Q., Yan, G., & Wu, J. (2010). Designing a practical access point association protocol. In Proceedings of the INFOCOM 2010, San Diego (pp. 1361–1369).
5.
Zurück zum Zitat Balachandran, A., Bahl, P., & Voelker, G. (2002). Hot-spot congestion relief and service guarantees in public-area wireless networks. SIGCOMM Computer Communication Review, 32(1), 59.CrossRef Balachandran, A., Bahl, P., & Voelker, G. (2002). Hot-spot congestion relief and service guarantees in public-area wireless networks. SIGCOMM Computer Communication Review, 32(1), 59.CrossRef
6.
Zurück zum Zitat Judd, G., & Steenkiste, P. (2002). Fixing 801.11 access point selection. In Poster in proceedings of ACM MobiCom 2002, Pittsburgh. Judd, G., & Steenkiste, P. (2002). Fixing 801.11 access point selection. In Poster in proceedings of ACM MobiCom 2002, Pittsburgh.
7.
Zurück zum Zitat Athanasiou, G., Korakis, T., Ercetin, O., & Tassiulas, L. (2009). A cross-layer framework for association control in wireless mesh networks. IEEE Transactions on Mobile Computing, 8(1), 65–80.CrossRef Athanasiou, G., Korakis, T., Ercetin, O., & Tassiulas, L. (2009). A cross-layer framework for association control in wireless mesh networks. IEEE Transactions on Mobile Computing, 8(1), 65–80.CrossRef
8.
Zurück zum Zitat Zhang, Y. J., & Liew, S. C. (2008). Proportional fairness in multi-channel multi-rate wireless networkspart II: The case time-varying channels with application to OFDM systems. IEEE Transasactions on Wireless Communication, 7(9), 3457–3467.CrossRef Zhang, Y. J., & Liew, S. C. (2008). Proportional fairness in multi-channel multi-rate wireless networkspart II: The case time-varying channels with application to OFDM systems. IEEE Transasactions on Wireless Communication, 7(9), 3457–3467.CrossRef
9.
Zurück zum Zitat Bejerano, Y., & Han, S.-J. (2009). Cell breathing techniques for load balancing in wireless LANs. IEEE Transactions on Mobile Computing, 8(6), 735–749.CrossRef Bejerano, Y., & Han, S.-J. (2009). Cell breathing techniques for load balancing in wireless LANs. IEEE Transactions on Mobile Computing, 8(6), 735–749.CrossRef
10.
Zurück zum Zitat Xie, J., & Howitt, I. (2009). Multi-domain WLAN load balancing in WLAN/WPAN interference environments. IEEE Transactions on Wireless Communications, 8, 4884–4894.CrossRef Xie, J., & Howitt, I. (2009). Multi-domain WLAN load balancing in WLAN/WPAN interference environments. IEEE Transactions on Wireless Communications, 8, 4884–4894.CrossRef
11.
Zurück zum Zitat Zhu, Y., Ma, Q., Bisdikian, C., & Ying, C. (2011). User-centric management of wireless LANs. IEEE Transactions on Network and Service Management, 8(3), 165–175.CrossRef Zhu, Y., Ma, Q., Bisdikian, C., & Ying, C. (2011). User-centric management of wireless LANs. IEEE Transactions on Network and Service Management, 8(3), 165–175.CrossRef
12.
Zurück zum Zitat Koutsopoulos, I., & Tassiulas, L. (2007). Joint optimal aceess point selection and channel assignment in wireless networks. IEEE/ACM Transactions on Networking, 15(3), 521–532.CrossRef Koutsopoulos, I., & Tassiulas, L. (2007). Joint optimal aceess point selection and channel assignment in wireless networks. IEEE/ACM Transactions on Networking, 15(3), 521–532.CrossRef
13.
Zurück zum Zitat Vasudevan, S., Papagiannaki, K., Diot, C., Kurose, J., & Towsley, D. (2005). Facilitating access point selection in IEEE 802.11 wireless networks. In Proceedings of the 5th ACM SIGCOMM conference on internet measurement (pp. 293–298). Vasudevan, S., Papagiannaki, K., Diot, C., Kurose, J., & Towsley, D. (2005). Facilitating access point selection in IEEE 802.11 wireless networks. In Proceedings of the 5th ACM SIGCOMM conference on internet measurement (pp. 293–298).
14.
Zurück zum Zitat Bonald, T., Ibrahim, A., & Roberts, J. (2009). The impact of association on the capacity of WLANs. In Proceedings of the 7th international symposium on modeling and optimization in mobile, ad hoc, and wireless networks, Seoul (pp. 1–10). Bonald, T., Ibrahim, A., & Roberts, J. (2009). The impact of association on the capacity of WLANs. In Proceedings of the 7th international symposium on modeling and optimization in mobile, ad hoc, and wireless networks, Seoul (pp. 1–10).
15.
Zurück zum Zitat Bosio, S., Capone, A., & Cesana, M. (2007). Radio planning of wireless local area networks. IEEE/ACM Transactions on Networking, 15(6), 1414–1427.CrossRef Bosio, S., Capone, A., & Cesana, M. (2007). Radio planning of wireless local area networks. IEEE/ACM Transactions on Networking, 15(6), 1414–1427.CrossRef
16.
Zurück zum Zitat Leung, K. K., & Kim Byoung-Jo, J. (2003). Frequency assignment for multi-cell IEEE 802.11 wireless networks. In Proceedings of the VTC-Fall, Murray Hill, NJ (pp. 1422–1426). Leung, K. K., & Kim Byoung-Jo, J. (2003). Frequency assignment for multi-cell IEEE 802.11 wireless networks. In Proceedings of the VTC-Fall, Murray Hill, NJ (pp. 1422–1426).
17.
Zurück zum Zitat Park, T., & Lee, C. Y. (1996). Application of graph coloring algorithm to the frequency assignment problem. Journal of the Operational Research Society of Japan, 39(2), 258–265.MathSciNetMATH Park, T., & Lee, C. Y. (1996). Application of graph coloring algorithm to the frequency assignment problem. Journal of the Operational Research Society of Japan, 39(2), 258–265.MathSciNetMATH
18.
Zurück zum Zitat Kim, H., & Han, Y. (2005). A proportional fair scheduling for multicarrier transmission systems. IIEEE Communications Letters, 9(3), 210–212.CrossRef Kim, H., & Han, Y. (2005). A proportional fair scheduling for multicarrier transmission systems. IIEEE Communications Letters, 9(3), 210–212.CrossRef
19.
Zurück zum Zitat Lim, J., Myung, H. G., Oh, K., & Goodman, D. J. (2006). Proportional fair scheduling of uplink single-carrier FDMA systems. In Proceedings of the PIMRC, Helsinki (pp. 1–6). Lim, J., Myung, H. G., Oh, K., & Goodman, D. J. (2006). Proportional fair scheduling of uplink single-carrier FDMA systems. In Proceedings of the PIMRC, Helsinki (pp. 1–6).
20.
Zurück zum Zitat Zhou, H., Fan, P., & Guo, D. (2011). Joint channel probing and proportional fair scheduling in wireless networks. IEEE Transactions on Wireless Communications, 10(10), 3496–3505.CrossRef Zhou, H., Fan, P., & Guo, D. (2011). Joint channel probing and proportional fair scheduling in wireless networks. IEEE Transactions on Wireless Communications, 10(10), 3496–3505.CrossRef
21.
Zurück zum Zitat Koukoutsidis I., & Siris, V. A. (2008). Access point assignment algorithms in WLANs based on throughput objectives. In Proceedings of the WiOPT 2008, Berlin (pp. 375–383). Koukoutsidis I., & Siris, V. A. (2008). Access point assignment algorithms in WLANs based on throughput objectives. In Proceedings of the WiOPT 2008, Berlin (pp. 375–383).
22.
Zurück zum Zitat Li, L., Pal, M., & Yang, Y. R. (2008). Proportional fairness in multi-rate wireless LANs. Proceedings of the INFOCOM 2008, Phoenix (pp. 1678–1686). Li, L., Pal, M., & Yang, Y. R. (2008). Proportional fairness in multi-rate wireless LANs. Proceedings of the INFOCOM 2008, Phoenix (pp. 1678–1686).
23.
Zurück zum Zitat Eisenblatter, A., Geerdes, H.-F., & Siomina, I. (2007). Integrated access point placement and channel assignment for wireless LANs in an indoor office environment. Proceedings of the WoWMoM 2007 (pp. 1–10). Espoo. Eisenblatter, A., Geerdes, H.-F., & Siomina, I. (2007). Integrated access point placement and channel assignment for wireless LANs in an indoor office environment. Proceedings of the WoWMoM 2007 (pp. 1–10). Espoo.
24.
Zurück zum Zitat Ling, X., & Yeung, K. L. (2006). Joint aceess point placement and channel assignment for 802.11 wireless LANs. IEEE Transactions on Wireless Communications, 5(10), 2705–2711.CrossRef Ling, X., & Yeung, K. L. (2006). Joint aceess point placement and channel assignment for 802.11 wireless LANs. IEEE Transactions on Wireless Communications, 5(10), 2705–2711.CrossRef
25.
Zurück zum Zitat Kumar, A., Altman, E., Miorandi, D., & Goyal, M. (2005). New insights from a fixed point analysis of single cell IEEE 802.11 wireless LANs. In Proceedings of the INFOCOM 2005, Miami (pp. 1550–1561). Kumar, A., Altman, E., Miorandi, D., & Goyal, M. (2005). New insights from a fixed point analysis of single cell IEEE 802.11 wireless LANs. In Proceedings of the INFOCOM 2005, Miami (pp. 1550–1561).
26.
Zurück zum Zitat Dandapat, S. K., Mitra, B., Choudhury, R. R., & Ganguly, N. (2012). Smart association control in wireless mobile environment using max-flow. IEEE Transactions on Network and Service Management, 9(1), 73–86.CrossRef Dandapat, S. K., Mitra, B., Choudhury, R. R., & Ganguly, N. (2012). Smart association control in wireless mobile environment using max-flow. IEEE Transactions on Network and Service Management, 9(1), 73–86.CrossRef
29.
Zurück zum Zitat LINGO User’s Guide. (2004). LINDO Systems, Inc., Chicago, IL. LINGO User’s Guide. (2004). LINDO Systems, Inc., Chicago, IL.
30.
Zurück zum Zitat Gong, H., & Kim, J. (2008). Dynamic load balancing through association control of mobile users in WiFi networks. IEEE Transactions on Consumer Electron, 54(2), 342–348.CrossRef Gong, H., & Kim, J. (2008). Dynamic load balancing through association control of mobile users in WiFi networks. IEEE Transactions on Consumer Electron, 54(2), 342–348.CrossRef
31.
Zurück zum Zitat Pradeepa, B. K., & Kuri, J. (2012). An estimated delay based association policy for web browsing in a multirate WLAN. IEEE Transactions on Network and Service Management, 9(3), 346–358.CrossRef Pradeepa, B. K., & Kuri, J. (2012). An estimated delay based association policy for web browsing in a multirate WLAN. IEEE Transactions on Network and Service Management, 9(3), 346–358.CrossRef
32.
Zurück zum Zitat Bai, F., & Helmy, A. (2006). A survey of mobility modeling and analysis in wireless adhoc networks. In Wireless ad hoc and sensor networks. Springer. Bai, F., & Helmy, A. (2006). A survey of mobility modeling and analysis in wireless adhoc networks. In Wireless ad hoc and sensor networks. Springer.
33.
Zurück zum Zitat Bhulai, S., van der Mei, R. & Yuan, T. (2006). Modelling the impact of user mobility on the throughput in networks of wireless 802.11 LANs. In Proceedings of the GLOBECOM 2006. Bhulai, S., van der Mei, R. & Yuan, T. (2006). Modelling the impact of user mobility on the throughput in networks of wireless 802.11 LANs. In Proceedings of the GLOBECOM 2006.
Metadaten
Titel
Joint Frequency Assignment and Association Control to Maximize the Aggregate Throughput in IEEE 802.11 WLAN
verfasst von
Babul P. Tewari
Sasthi C. Ghosh
Publikationsdatum
07.09.2016
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-016-3677-y

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