A Low Power IoT Sensor Node Architecture for Waste Management Within Smart Cities Context

This paper focuses on the realization of an Internet of Things (IoT) architecture to optimize waste management in the context of Smart Cities. In particular, a novel typology of sensor node based on the use of low cost and low power components is described. This node is provided with a single-chip microcontroller, a sensor able to measure the filling level of trash bins using ultrasounds and a data transmission module based on the LoRa LPWAN (Low Power Wide Area Network) technology. Together with the node, a minimal network architecture was designed, based on a LoRa gateway, with the purpose of testing the IoT node performances. Especially, the paper analyzes in detail the node architecture, focusing on the energy saving technologies and policies, with the purpose of extending the batteries lifetime by reducing power consumption, through hardware and software optimization. Tests on sensor and radio module effectiveness are also presented.

[1]  E. Lewis,et al.  Wireless Sensor Node hardware: A review , 2008, 2008 IEEE Sensors.

[2]  Wendi Heinzelman,et al.  Energy-efficient communication protocol for wireless microsensor networks , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[3]  Jingyu Hua,et al.  The Research of Wireless Sensor Networks Optimization Algorithm Based on the Energy Control , 2010, 2010 Third International Symposium on Information Processing.

[4]  Belén Calvo,et al.  A Wearable Wireless Sensor Network for Indoor Smart Environment Monitoring in Safety Applications , 2017, Sensors.

[5]  Kusum Lata,et al.  IOT BASED SMART WASTE MANAGEMENT SYSTEM USING WIRELESS SENSOR NETWORK AND EMBEDDED LINUX BOARD , 2016 .

[6]  A. Manjeshwar,et al.  TEEN: a routing protocol for enhanced efficiency in wireless sensor networks , 2001, Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001.

[7]  Raphaël Couturier,et al.  Perimeter-based coverage optimization to improve lifetime in wireless sensor networks , 2016 .

[8]  Giannis Tzimas,et al.  Towards a Dynamic Waste Collection Management System using Real-time and Forecasted Data , 2015, EANN '15.

[9]  Konstantin Mikhaylov,et al.  Optimization of microcontroller hardware parameters for Wireless Sensor Network node power consumption and lifetime improvement , 2010, International Congress on Ultra Modern Telecommunications and Control Systems.

[10]  Arif A. Anwar,et al.  Development of a Low-Power Smart Water Meter for Discharges in Indus Basin Irrigation Networks , 2013 .

[11]  Deborah Estrin,et al.  An energy-efficient MAC protocol for wireless sensor networks , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[12]  Weili Wu,et al.  Energy-efficient target coverage in wireless sensor networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[13]  Lajos Hanzo,et al.  A Survey of Multi-Objective Optimization in Wireless Sensor Networks: Metrics, Algorithms, and Open Problems , 2016, IEEE Communications Surveys & Tutorials.

[14]  P. C. Jain,et al.  Recent trends in energy harvesting for green wireless sensor networks , 2015, 2015 International Conference on Signal Processing and Communication (ICSC).

[15]  Lorenzo Parri,et al.  Low Power Wide Area Networks (LPWAN) at Sea: Performance Analysis of Offshore Data Transmission by Means of LoRaWAN Connectivity for Marine Monitoring Applications , 2019, Sensors.

[16]  Koen Langendoen,et al.  An adaptive energy-efficient MAC protocol for wireless sensor networks , 2003, SenSys '03.

[17]  Andrew G. Barto,et al.  Adaptive Control of Duty Cycling in Energy-Harvesting Wireless Sensor Networks , 2007, 2007 4th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[18]  Mani B. Srivastava,et al.  Emerging techniques for long lived wireless sensor networks , 2006, IEEE Communications Magazine.

[19]  Noor Zaman,et al.  Enhancing Energy Efficiency of Wireless Sensor Network through the Design of Energy Efficient Routing Protocol , 2016, J. Sensors.

[20]  Bhawani Shankar Chowdhry,et al.  Wireless Sensor Networks for Developing Countries , 2013, Communications in Computer and Information Science.

[21]  Mani B. Srivastava,et al.  Power management in energy harvesting sensor networks , 2007, TECS.

[22]  A. Rajesh,et al.  Investigation on energy efficient sensor node placement in railway systems , 2016 .

[23]  Thomas H. Clausen,et al.  A Study of LoRa: Long Range & Low Power Networks for the Internet of Things , 2016, Sensors.

[24]  Mark A. Shayman,et al.  Energy Efficient Routing in Wireless Sensor Networks , 2003 .

[25]  M. Victoria Bueno-Delgado,et al.  Optimal Path Planning for Selective Waste Collection in Smart Cities , 2019, Sensors.

[26]  Mani Srivastava,et al.  STEM: Topology management for energy efficient sensor networks , 2002, Proceedings, IEEE Aerospace Conference.

[27]  Wouter A. Serdijn,et al.  Energy-Efficient Low-Power Circuits for Wireless Energy and Data Transfer in IoT Sensor Nodes , 2017, ArXiv.

[28]  Yourong Chen,et al.  A Lifetime Optimization Algorithm Limited by Data Transmission Delay and Hops for Mobile Sink-Based Wireless Sensor Networks , 2017, J. Sensors.

[29]  Ruhin Mary Saji,et al.  A Survey on Smart Garbage Management in Cities using IoT , 2016 .

[30]  Yi Zhang,et al.  Development and Application of an Atmospheric Pollutant Monitoring System Based on LoRa—Part I: Design and Reliability Tests , 2018, Sensors.

[31]  Zhencai Zhu,et al.  Sensor deployment strategy for chain-type wireless underground mine sensor network , 2008 .

[32]  Shraddha Zavare,et al.  Smart City Waste Management System Using GSM , 2017 .

[33]  Saurabh Malgaonkar,et al.  Power optimization in wireless sensor networks , 2018, 2018 International Conference on Communication information and Computing Technology (ICCICT).

[34]  Matteo Pirro,et al.  Solid Waste Management Architecture Using Wireless Sensor Network Technology , 2012, 2012 5th International Conference on New Technologies, Mobility and Security (NTMS).

[35]  Choong Seon Hong,et al.  A Secure Energy-Efficient Routing Protocol for WSN , 2007, ISPA.

[36]  Dapeng Cheng,et al.  An energy-efficent routing protocol for WSN-based intelligent mining system , 2014, 2014 9th International Conference on Computer Science & Education.

[37]  Bhaskar Krishnamachari,et al.  An adaptive energy-efficient and low-latency MAC for data gathering in wireless sensor networks , 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

[38]  Nicola Bui,et al.  Staying Alive , 2013, ACM Trans. Sens. Networks.

[39]  Pranjal Lokhande Garbage Collection Management System , 2016 .

[40]  Maurizio Rossi,et al.  Energy neutral design of an IoT system for pollution monitoring , 2017, 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS).

[41]  Stavros A. Koubias,et al.  An integrated node for Smart-City applications based on active RFID tags; Use case on waste-bins , 2016, 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA).

[42]  Alessandro Mecocci,et al.  Architecture of a hydroelectrically powered wireless sensor node for underground environmental monitoring , 2017, IET Wirel. Sens. Syst..

[43]  Faisal Karim Shaikh,et al.  Energy harvesting in wireless sensor networks: A comprehensive review , 2016 .

[44]  Milind Dawande,et al.  Energy efficient schemes for wireless sensor networks with multiple mobile base stations , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[45]  Byung Kwan Choi,et al.  Internet of Things, Digital Biomarker, and Artificial Intelligence in Spine: Current and Future Perspectives , 2019, Neurospine.

[46]  Andrea Vitaletti,et al.  Smart City: An Event Driven Architecture for Monitoring Public Spaces with Heterogeneous Sensors , 2010, 2010 Fourth International Conference on Sensor Technologies and Applications.

[47]  Alessandro Mecocci,et al.  A Wireless Sensor Network for the Real-Time Remote Measurement of Aeolian Sand Transport on Sandy Beaches and Dunes , 2018, Sensors.

[48]  Giuseppe Anastasi,et al.  Energy management in wireless sensor networks with energy-hungry sensors , 2009 .

[49]  Bhaskar Krishnamachari,et al.  (www.interscience.wiley.com) DOI: 10.1002/wcm.503 An adaptive energy-efficient and low-latency MAC for tree-based data gathering in sensor networks , 2022 .

[50]  G. Narendra Kumar,et al.  Efficient Garbage Disposal Management in Metropolitan Cities Using VANETs , 2014 .

[51]  Katia Obraczka,et al.  Energy-efficient collision-free medium access control for wireless sensor networks , 2003, SenSys '03.

[52]  Abraham O. Fapojuwo,et al.  A centralized energy-efficient routing protocol for wireless sensor networks , 2005, IEEE Communications Magazine.

[53]  Chun-Ho Wu,et al.  A Computer Vision-Based Roadside Occupation Surveillance System for Intelligent Transport in Smart Cities , 2019, Sensors.

[54]  Md. Abdul Matin,et al.  Efficient algorithm for prolonging network lifetime of wireless sensor networks , 2011 .

[55]  Kin K. Leung,et al.  Preamble sampling MAC protocols with persistent receivers in wireless sensor networks , 2009, IEEE Transactions on Wireless Communications.

[56]  Sneha A. Dalvi,et al.  Internet of Things for Smart Cities , 2017 .

[57]  Ridha Soua,et al.  A survey on energy efficient techniques in wireless sensor networks , 2011, 2011 4th Joint IFIP Wireless and Mobile Networking Conference (WMNC 2011).

[58]  Haifeng Jiang,et al.  Energy efficient sensor placement for tunnel wireless sensor network in underground mine , 2009, 2009 2nd International Conference on Power Electronics and Intelligent Transportation System (PEITS).

[59]  Deborah Estrin,et al.  Highly-resilient, energy-efficient multipath routing in wireless sensor networks , 2001, MOCO.

[60]  Tao Tang,et al.  Application specific sensor node architecture optimization—Experiences from field deployments , 2012, 17th Asia and South Pacific Design Automation Conference.

[61]  Alagan Anpalagan,et al.  Wireless Sensor Network Optimization: Multi-Objective Paradigm , 2015, Sensors.

[62]  Roberto Alesii,et al.  Design and validation of a wireless sensor node for long term structural health monitoring , 2013, 2013 IEEE SENSORS.

[63]  Jiafu Wan,et al.  M2M Communications for Smart City: An Event-Based Architecture , 2012, 2012 IEEE 12th International Conference on Computer and Information Technology.

[64]  Marimuthu Palaniswami,et al.  An Information Framework for Creating a Smart City Through Internet of Things , 2014, IEEE Internet of Things Journal.

[65]  Ossama Younis,et al.  HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks , 2004, IEEE Transactions on Mobile Computing.

[66]  Anirudha Sahoo,et al.  DGRAM: A Delay Guaranteed Routing and MAC Protocol for Wireless Sensor Networks , 2008, IEEE Transactions on Mobile Computing.

[67]  Wenbo Liu,et al.  Routing protocol based on genetic algorithm for energy harvesting-wireless sensor networks , 2013, IET Wirel. Sens. Syst..