{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:02:24Z","timestamp":1767337344199,"version":"3.41.0"},"reference-count":19,"publisher":"Association for Computing Machinery (ACM)","issue":"5","license":[{"start":{"date-parts":[[2006,10,10]],"date-time":"2006-10-10T00:00:00Z","timestamp":1160438400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGCOMM Comput. Commun. Rev."],"published-print":{"date-parts":[[2006,10,10]]},"abstract":"<jats:p>Effective network troubleshooting is critical for maintaining efficient and reliable network operation. Troubleshooting is especially challenging in multi-hop wireless networks because the behavior of such networks depends on complicated interactions between many factors such as RF noise, signal propagation, node interference, and traffic flows. In this paper we propose a new direction for research on fault diagnosis in wireless mesh networks. Specifically, we present a diagnostic system that employs trace-driven simulations to detect faults and perform root cause analysis. We apply this approach to diagnose performance problems caused by packet dropping, link congestion, external noise, and MAC misbehavior. In a 25 node mesh network, we are able to diagnose over 10 simultaneous faults of multiple types with more than 80% coverage.<\/jats:p>","DOI":"10.1145\/1163593.1163597","type":"journal-article","created":{"date-parts":[[2006,10,18]],"date-time":"2006-10-18T22:35:32Z","timestamp":1161210932000},"page":"17-28","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":63,"title":["Troubleshooting wireless mesh networks"],"prefix":"10.1145","volume":"36","author":[{"given":"Lili","family":"Qiu","sequence":"first","affiliation":[{"name":"University of Texas at Austin"}]},{"given":"Paramvir","family":"Bahl","sequence":"additional","affiliation":[{"name":"Microsoft Research"}]},{"given":"Ananth","family":"Rao","sequence":"additional","affiliation":[{"name":"UC Berkely"}]},{"given":"Lidong","family":"Zhou","sequence":"additional","affiliation":[{"name":"Microsoft Research"}]}],"member":"320","published-online":{"date-parts":[[2006,10,10]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"The future of wireless enterprise management. http:\/\/www3.ca.com\/.]]  The future of wireless enterprise management. http:\/\/www3.ca.com\/.]]"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1023720.1023724"},{"key":"e_1_2_1_3_1","unstructured":"AirDefense: Wireless LAN security and operational support. http:\/\/www.airdefense.net\/.]]  AirDefense: Wireless LAN security and operational support. http:\/\/www.airdefense.net\/.]]"},{"key":"e_1_2_1_4_1","unstructured":"Wildpackets Airopeek. http:\/\/www.wildpackets.com\/products\/airopeek.]]  Wildpackets Airopeek. http:\/\/www.wildpackets.com\/products\/airopeek.]]"},{"key":"e_1_2_1_5_1","unstructured":"Airwave a wireless network management solution. http:\/\/www.airwave.com\/.]]  Airwave a wireless network management solution. http:\/\/www.airwave.com\/.]]"},{"key":"e_1_2_1_6_1","volume-title":"Internet Engineering Task Force, RFC","author":"Case J.","year":"1990","unstructured":"J. Case , M. Fedor , M. Schoffstall , and J. Darvin . A simple network management protocol (SNMP) . In Internet Engineering Task Force, RFC 1098, May 1990 .]] J. Case, M. Fedor, M. Schoffstall, and J. Darvin. A simple network management protocol (SNMP). In Internet Engineering Task Force, RFC 1098, May 1990.]]"},{"issue":"8","key":"e_1_2_1_7_1","volume":"17","author":"Chen W.","year":"1999","unstructured":"W. Chen , N. Jain , and S. Singh . ANMP: Ad hoc network management protocol. In IEEE JSAC , volume 17 ( 8 ), Aug. 1999 .]] W. Chen, N. Jain, and S. Singh. ANMP: Ad hoc network management protocol. In IEEE JSAC, volume 17 (8), Aug. 1999.]]","journal-title":"ANMP: Ad hoc network management protocol. In IEEE JSAC"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/938985.939000"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2003.1209928"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/345910.345955"},{"volume-title":"Windows Platform Design Notes","year":"2003","key":"e_1_2_1_12_1","unstructured":"Native 802. 11 framework for IEEE 802.11 networks . Windows Platform Design Notes , Mar. 2003 . http:\/\/www.microsoft.com\/whdc\/hwdev\/tech\/network\/802x\/Native80211.mspx.]] Native 802.11 framework for IEEE 802.11 networks. Windows Platform Design Notes, Mar. 2003. http:\/\/www.microsoft.com\/whdc\/hwdev\/tech\/network\/802x\/Native80211.mspx.]]"},{"key":"e_1_2_1_13_1","unstructured":"Network devices and protocols: Windows DDK. NDIS library functions.]]  Network devices and protocols: Windows DDK. NDIS library functions.]]"},{"key":"e_1_2_1_14_1","volume-title":"of the IEEE Computer Society. Wireless LAN medium access control (MAC) and physical layer (PHY) specifications","author":"L. M. S.","year":"1999","unstructured":"L. M. S. C. of the IEEE Computer Society. Wireless LAN medium access control (MAC) and physical layer (PHY) specifications . IEEE Standard 802.11, 1999 .]] L. M. S. C. of the IEEE Computer Society. Wireless LAN medium access control (MAC) and physical layer (PHY) specifications. IEEE Standard 802.11, 1999.]]"},{"key":"e_1_2_1_16_1","unstructured":"The Qualnet simulator from Scalable Networks Inc. http:\/\/www.scalable-networks.com\/.]]  The Qualnet simulator from Scalable Networks Inc. http:\/\/www.scalable-networks.com\/.]]"},{"key":"e_1_2_1_17_1","volume-title":"Proc. of IEEE MILCOM","author":"Shen C.-C.","year":"2002","unstructured":"C.-C. Shen , C. Jaikaeo , C. Srisathapornphat , and Z. Huang . The Guerrilla management architecture for ad hoc networks . In Proc. of IEEE MILCOM , Anaheim, CA , Oct. 2002 .]] C.-C. Shen, C. Jaikaeo, C. Srisathapornphat, and Z. Huang. The Guerrilla management architecture for ad hoc networks. In Proc. of IEEE MILCOM, Anaheim, CA, Oct. 2002.]]"},{"volume-title":"Wireless network management system","key":"e_1_2_1_18_1","unstructured":"SpectrumSoft : Wireless network management system , Symbol Technolgies Inc . http:\/\/www.symbol.com\/.]] SpectrumSoft: Wireless network management system, Symbol Technolgies Inc. http:\/\/www.symbol.com\/.]]"},{"key":"e_1_2_1_19_1","unstructured":"SpectraMon Wibhu Technologies Inc. http:\/\/www.wibhu.com\/.]]  SpectraMon Wibhu Technologies Inc. http:\/\/www.wibhu.com\/.]]"},{"key":"e_1_2_1_20_1","unstructured":"Wireless research API. http:\/\/ramp.ucsd.edu\/pawn\/wrapi\/.]]  Wireless research API. http:\/\/ramp.ucsd.edu\/pawn\/wrapi\/.]]"},{"key":"e_1_2_1_21_1","unstructured":"Wireless security auditor (WSA). http:\/\/www.research.ibm.com\/gsal\/wsa\/.]]  Wireless security auditor (WSA). http:\/\/www.research.ibm.com\/gsal\/wsa\/.]]"}],"container-title":["ACM SIGCOMM Computer Communication Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1163593.1163597","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1163593.1163597","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T16:19:02Z","timestamp":1750263542000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1163593.1163597"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,10,10]]},"references-count":19,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2006,10,10]]}},"alternative-id":["10.1145\/1163593.1163597"],"URL":"https:\/\/doi.org\/10.1145\/1163593.1163597","relation":{},"ISSN":["0146-4833"],"issn-type":[{"type":"print","value":"0146-4833"}],"subject":[],"published":{"date-parts":[[2006,10,10]]},"assertion":[{"value":"2006-10-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}