{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T09:42:34Z","timestamp":1775209354822,"version":"3.50.1"},"reference-count":36,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2013,9,25]],"date-time":"2013-09-25T00:00:00Z","timestamp":1380067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>This paper presents a bio-inspired networking strategy to support the cooperation between static sensors on the ground and mobile sensors in the air to perform surveillance missions in large areas. The goal of the proposal is to provide low overhead in the communication among sensor nodes, while allocating the mobile sensors to perform sensing activities requested by the static ones. Simulations have shown that the strategy is efficient in maintaining low overhead and achieving the desired coordination.<\/jats:p>","DOI":"10.3390\/s131012903","type":"journal-article","created":{"date-parts":[[2013,9,25]],"date-time":"2013-09-25T12:47:40Z","timestamp":1380113260000},"page":"12903-12928","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["Cooperation among Wirelessly Connected Static and Mobile Sensor Nodes for Surveillance Applications"],"prefix":"10.3390","volume":"13","author":[{"given":"Edison","family":"De Freitas","sequence":"first","affiliation":[{"name":"Department of Information Technology, Federal University of Santa Maria in Frederico Westphalen, CESNORS, Frederico Westphalen 98400-000, Brazil"},{"name":"Electrical Engineering Department, University of Bras\u00edlia, CP 4386, Bras\u00edlia 70910-900, Brazil"}]},{"given":"Tales","family":"Heimfarth","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Federal University of Lavras, CP 3037, Lavras 37200-000, Brazil"}]},{"given":"Alexey","family":"Vinel","sequence":"additional","affiliation":[{"name":"School of Information Science, Computer and Electrical Engineering, Halmstad University,  PO Box 823, Halmstad 301 18, Sweden"}]},{"given":"Fl\u00e1vio","family":"Wagner","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department and Institute of Informatics,  Federal University of Rio Grande do Sul, CP 15064, Porto Alegre 91501-970, Brazil"}]},{"given":"Carlos","family":"Pereira","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department and Institute of Informatics,  Federal University of Rio Grande do Sul, CP 15064, Porto Alegre 91501-970, Brazil"}]},{"given":"Tony","family":"Larsson","sequence":"additional","affiliation":[{"name":"School of Information Science, Computer and Electrical Engineering, Halmstad University,  PO Box 823, Halmstad 301 18, Sweden"}]}],"member":"1968","published-online":{"date-parts":[[2013,9,25]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/MWC.2008.4749746","article-title":"Enabling mobility in heterogeneous wireless sensor networks cooperating with UAVs for mission-critical management","volume":"15","author":"Erman","year":"2008","journal-title":"IEEE Wirel. 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Fault-Tolerant Cooperative Target Tracking In Distributed UAV Networks. Seoul, Korea.","DOI":"10.3182\/20080706-5-KR-1001.01500"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Di Giamberardino, P., and Gabriele, S. (2008, January 25\u201327). Mobile Sensors Networks: A Distributed Solution to the Area Coverage Problem. Ajaccio, France.","DOI":"10.1109\/MED.2008.4602204"},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Kewlani, G., and Iagnemma, K. (2008, January 16\u201320). Mobility Prediction for Unmanned Ground Vehicles in Uncertain Environments. Orland, FL, USA.","DOI":"10.1117\/12.782222"},{"key":"ref_8","first-page":"56","article-title":"Networked UAVs as aerial sensor network for disaster management applications","volume":"127","author":"Quaritsch","year":"2010","journal-title":"E I Electr. Eng. Inf. Technol."},{"key":"ref_9","unstructured":"Submeter-Scale Aircraft. Available online: http:\/\/spyplanes.com."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/s10846-008-9261-2","article-title":"A survey of UAS technologies for command, control, and communication (C3)","volume":"54","author":"Stansbury","year":"2009","journal-title":"J. Intell. Robot. Sys."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Hauert, S., Leven, S., Varga, M., Ruini, F., Cangelosi, A., Zufferey, J.-C., and Floreano, D. (2011, January 25\u201330). Reynolds Flocking in Reality with Fixed-Wing Robots: Communication Range vs. Maximum Turning Rate. San Francisco, CA, USA.","DOI":"10.1109\/IROS.2011.6095129"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Hauert, S., Leven, S., Zufferey, J.-C., and Floreano, D. (2010, January 3\u20138). Communication-Based Leashing of Real Flying Robots. Anchorage, AK, USA.","DOI":"10.1109\/ROBOT.2010.5509421"},{"key":"ref_13","unstructured":"Mini, R.A.F., and Loureiro, A.A.F. (2009). Middleware for Network Eccentric and Mobile Applications, Springer."},{"key":"ref_14","unstructured":"Dorigo, M., and di Caro, G. (1999, January 6\u20139). Ant Colony Optimization: A New Meta-Heuristic. Washington, DC, USA."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Bonabeau, E., Dorigo, M., and Theraulaz, G. (1999). Swarm Intelligence: From Natural to Artificial Systems, Oxford University Press.","DOI":"10.1093\/oso\/9780195131581.001.0001"},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Erman, A.T., and Havinga, P. (2010, January 23\u201325). Data Dissemination of Emergency Messages in Mobile Multi-Sink Wireless Sensor Networks. Juan Les Pins, France.","DOI":"10.1109\/MEDHOCNET.2010.5546870"},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Zhang, Y., and Xiao, Y. (2009, January 3\u20136). Primate-Inspired Scent Marking for Mobile and Static Sensors and RFID Tags. San Francisco, CA, USA.","DOI":"10.1109\/ICCCN.2009.5235294"},{"key":"ref_18","unstructured":"Labella, T.H., and Dressler, F. A Bio-Inspired Architecture for Division of Labour in SANETs. New York, NY, USA. Article 28."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Tan, S.K., and Munro, A. (2007, January 13\u201316). Adaptive Probabilistic Epidemic Protocol for Wireless Sensor Networks in an Urban Environment. Honolulu, HI, USA.","DOI":"10.1109\/ICCCN.2007.4317966"},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Brass, P. (2007). Bounds on coverage and target detection capabilities for models of networks of mobile sensors. ACM Trans. Sens. Netw., 3, Article 9.","DOI":"10.1145\/1240226.1240229"},{"key":"ref_21","unstructured":"Demirbas, M., Soysal, O., and Tosun, A.S. (2007, January 18\u201320). Data Salmon: A Greedy Mobile Basestation Protocol for Efficient Data Collection in Wireless Sensor Networks. Santa Fe, NM, USA."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Hwang, K., In, J., and Eom, D. (2006, January 13\u201315). Distributed Dynamic Shared Tree for Minimum Energy Data Aggregation of Multiple Mobile Sinks in Wireless Sensor Networks. Zurich, Switzerland.","DOI":"10.1007\/11669463_12"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1007\/s11036-006-5186-9","article-title":"Exploiting mobility for energy efficient data collection in wireless sensor networks","volume":"11","author":"Jain","year":"2003","journal-title":"Mob. Netw. Appl."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Ochiai, H., Ishizuka, H., Kawakami, Y., and Esaki, H. (2010, January 1\u20134). A Field Experience on DTN-Based Sensor Data Gathering in Agricultural Scenarios. Waikoloa, HI, USA.","DOI":"10.1109\/ICSENS.2010.5690899"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"8695","DOI":"10.3390\/s130708695","article-title":"RoCoMAR: Robots' controllable mobility aided routing and relay architecture for mobile sensor networks","volume":"13","author":"Le","year":"2013","journal-title":"Sensors"},{"key":"ref_26","unstructured":"Parkinson, B., and Spilker, J. (1996). Global Positioning System: Theory and Application, American Institute of Astronautics and Aeronautics."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/S1570-8705(03)00005-2","article-title":"Localized positioning in ad hoc networks","volume":"1","author":"Niculescu","year":"2003","journal-title":"Ad Hoc Netw."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Lin, C., He, Y.-X., and Xiong, N. (2006, January 6\u20139). An Energy-Efficient Dynamic Power Management in Wireless Sensor Networks. Timisoara, Romania.","DOI":"10.1109\/ISPDC.2006.8"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1109\/TSMCB.2005.861881","article-title":"Balancing search and target response in cooperative unmanned aerial vehicle (UAV) teams","volume":"36","author":"Jin","year":"2006","journal-title":"IEEE Trans. Sys. Man Cybern. Part. B: Cybern."},{"key":"ref_30","unstructured":"Heimfarth, T., and Janacik, P. (2008). Biologically-Inspired Collaborative Computing, Springer US."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1109\/MCOM.2002.1018018","article-title":"Position-based routing in ad hoc networks","volume":"40","author":"Stojmenovic","year":"2002","journal-title":"IEEE Commun. Mag."},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Lessmann, J., Heimfarth, T., and Janacik, P. (2008, January 1\u20133). ShoX: An Easy to Use Simulation Platform for Wireless Networks. Cambridge, England.","DOI":"10.1109\/UKSIM.2008.32"},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Bettstetter, C. (2002, January 9\u201311). On the Minimum Node Degree and Connectivity of a Wireless Multihop Network. New York, NY, USA.","DOI":"10.1145\/513800.513811"},{"key":"ref_34","unstructured":"Blyenburgh, P. (2009). 2009\/2010 UAS-Yearbook UAS: The Global Perspective, UVS International, Blyenburgh & Co.. [7th ed.]."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Bai, F., Sadagopan, N., and Helmy, A. (2003, January 1\u20133). Important: A Framework to Systematically Analyze the Impact of Mobility on Performance of Routing Protocols for Ad Hoc Networks. San Francisco, CA, USA.","DOI":"10.1016\/S1570-8705(03)00040-4"},{"key":"ref_36","first-page":"174","article-title":"Impact of mobility models on multi-path routing in mobile ad hoc networks","volume":"2","author":"Cooper","year":"2010","journal-title":"AIRCC Int. J. Comput. Netw. 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