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2022-12-02
Sebestyén, Gergely, Kopják, József.  2022.  Battery Life Prediction Model of Sensor Nodes using Merged Data Collecting methods. 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI). :000031—000034.
The aim of this paper is to describe the battery lifetime estimation and energy consumption model of the sensor nodes in TDMA wireless mesh sensor using merged data collecting (MDC) methods based on lithium thionyl chloride batteries. Defining the energy consumption of the nodes in wireless mesh networks is crucial for battery lifetime estimation. In this paper, we describe the timing, energy consumption, and battery lifetime estimation of the MDC method in the TDMA mesh sensor networks using flooding routing. For the battery life estimation, we made a semiempirical model that describes the energy consumption of the nodes with a real battery model. In this model, the low-level constraints are based on the measured energy consumption of the sensor nodes in different operation phases.
Kopják, József, Sebestyén, Gergely.  2022.  Energy Consumption Model of Sensor Nodes using Merged Data Collecting Methods. 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI). :000027—000030.
This paper presents an energy consumption model of the sensor nodes in TDMA wireless mesh sensor network using merged data collecting (MDC) methods. Defining the energy consumption of the nodes in wireless mesh networks is crucial for battery lifetime estimation. In this paper, we describe the semiempirical model of the energy consumption of MDC method in the TDMA mesh sensor networks using flooding routing. In the model the low-level constraints are based on the measured energy consumption of the sensor nodes in the different operation phases.
2018-05-09
Hamouda, R. Ben, Hafaiedh, I. Ben.  2017.  Formal Modeling and Verification of a Wireless Body Area Network (WBAN) Protocol: S-TDMA Protocol. 2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC). :72–77.

WBANs integrate wearable and implanted devices with wireless communication and information processing systems to monitor the well-being of an individual. Various MAC (Medium Access Control) protocols with different objectives have been proposed for WBANs. The fact that any flaw in these critical systems may lead to the loss of one's life implies that testing and verifying MAC's protocols for such systems are on the higher level of importance. In this paper, we firstly propose a high-level formal and scalable model with timing aspects for a MAC protocol particularly designed for WBANs, named S-TDMA (Statistical frame based TDMA protocol). The protocol uses TDMA (Time Division Multiple Access) bus arbitration, which requires temporal aspect modeling. Secondly, we propose a formal validation of several relevant properties such as deadlock freedom, fairness and mutual exclusion of this protocol at a high level of abstraction. The protocol was modeled using a composition of timed automata components, and verification was performed using a real-time model checker.

2015-11-12
Emfinger, W., Karsai, G..  2015.  Modeling Network Medium Access Protocols for Network Quality of Service Analysis. Real-Time Distributed Computing (ISORC), 2015 IEEE 18th International Symposium on. :292-295.

Design-time analysis and verification of distributed real-time embedded systems necessitates the modeling of the time-varying performance of the network and comparing that to application requirements. Earlier work has shown how to build a system network model that abstracted away the network's physical medium and protocols which govern its access and multiplexing. In this work we show how to apply a network medium channel access protocol, such as Time-Division Multiple Access (TDMA), to our network analysis methods and use the results to show that the abstracted model without the explicit model of the protocol is valid.

2015-05-04
Banerjee, D., Bo Dong, Biswas, S., Taghizadeh, M..  2014.  Privacy-preserving channel access using blindfolded packet transmissions. Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on. :1-8.

This paper proposes a novel wireless MAC-layer approach towards achieving channel access anonymity. Nodes autonomously select periodic TDMA-like time-slots for channel access by employing a novel channel sensing strategy, and they do so without explicitly sharing any identity information with other nodes in the network. An add-on hardware module for the proposed channel sensing has been developed and the proposed protocol has been implemented in Tinyos-2.x. Extensive evaluation has been done on a test-bed consisting of Mica2 hardware, where we have studied the protocol's functionality and convergence characteristics. The functionality results collected at a sniffer node using RSSI traces validate the syntax and semantics of the protocol. Experimentally evaluated convergence characteristics from the Tinyos test-bed were also found to be satisfactory.