6533b86dfe1ef96bd12ca1fc

RESEARCH PRODUCT

Optimizing the MAC Protocol in Localization Systems Based on IEEE 802.15.4 Networks

José M. ClaverJuan J. Pérez-solanoSantiago Ezpeleta

subject

EngineeringReal-time computing02 engineering and technologyCommunications systemlcsh:Chemical technologyBiochemistryArticlelocalizationAnalytical Chemistryfingerprinting; localization; MAC; multi-channel; wireless sensor networks0202 electrical engineering electronic engineering information engineeringComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMSlcsh:TP1-1185Electrical and Electronic Engineeringwireless sensor networksInstrumentationIEEE 802.15MACNetwork packetbusiness.industryComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKSProcess (computing)020206 networking & telecommunicationsmulti-channelAtomic and Molecular Physics and OpticsBeaconfingerprinting020201 artificial intelligence & image processingRadio frequencybusinessWireless sensor networkComputer networkCommunication channel

description

Radio frequency signals are commonly used in the development of indoor localization systems. The infrastructure of these systems includes some beacons placed at known positions that exchange radio packets with users to be located. When the system is implemented using wireless sensor networks, the wireless transceivers integrated in the network motes are usually based on the IEEE 802.15.4 standard. But, the CSMA-CA, which is the basis for the medium access protocols in this category of communication systems, is not suitable when several users want to exchange bursts of radio packets with the same beacon to acquire the radio signal strength indicator (RSSI) values needed in the location process. Therefore, new protocols are necessary to avoid the packet collisions that appear when multiple users try to communicate with the same beacons. On the other hand, the RSSI sampling process should be carried out very quickly because some systems cannot tolerate a large delay in the location process. This is even more important when the RSSI sampling process includes measures with different signal power levels or frequency channels. The principal objective of this work is to speed up the RSSI sampling process in indoor localization systems. To achieve this objective, the main contribution is the proposal of a new MAC protocol that eliminates the medium access contention periods and decreases the number of packet collisions to accelerate the RSSI collection process. Moreover, the protocol increases the overall network throughput taking advantage of the frequency channel diversity. The presented results show the suitability of this protocol for reducing the RSSI gathering delay and increasing the network throughput in simulated and real environments.

10.3390/s17071582https://www.mdpi.com/1424-8220/17/7/1582