M P R Sai Kiran: PhD Student



M P R Sai Kiran

M P R Sai Kiran

PhD Research Scholar (Google Scholar Profile )

Joined: Jan 2015


Wireless Networks (WiNeT) Lab

Department of Electrical Engineering,

Indian Institute of Technology Hyderabad

Kandi,Sangareddy,Telangana -502285

Email: ee12m1021@iith.ac.in


Research Interest:

mmWave Wireless Communications, 5G, Internet of Things, Wireless Sensor Networks, Stochastic Modeling, Channel Access Protocols, Deep Learning, Reinforcement Learning

Technical Skills:

Languages: C, C++, Python, Matlab, Verilog HDL, VHDL, Java, Assembly.

Frameworks: ns-3, Spring Core, Hibernate, Struts 2.0, Spring MVC

Hardware: Spartan 3E & Xilinx 7 Series (Virtex 7, Kintex 7, Zynq 707), FPGAs, ARM processors (Cortex M0+)

Tools: Matlab, Xilinx ISE 14.4, Vivado 2012.4, Modelsim, Multisim, Orcad, PSpice, IBM RAD9, WAS 8.5.

Research Work: Modeling and Analysis of Dense Traffic IoT Networks

Abstract:

Recent trends in IoT project rapid growth in the number of connected devices to the internet. Majority of the data generated from these IoT networks will comprise of sensor data from monitoring applications such as smart home, industrial automation in Industry 4.0, smart healthcare in Health 4.0, smart cities, etc. Hence, network management in such a hyper-connected scenario is an essential aspect. Development of Medium Access Control (MAC) layer for such scenarios plays a crucial role for efficient network performance. In literature, many analytical models for analyzing the performance of various MAC technologies (such as IEEE 802.15.4, IEEE 802.11, etc.) exist. In large networks that are going to be present in the IoT scenario, the existing models might not provide practical insights about the network performance due to the underlying assumptions. Also, with the emergence of new technologies such as WiGig and mmWave networks, the modeling is becoming increasingly complex. The objectives of the dissertation include:
  1. Development of analytical models for MAC mechanism by integrating queuing models to provide a more realistic analysis.
  2. Performance analysis of multi-hop sensor networks.
  3. Modeling and performance analysis of MAC layer for mmWave networks and WiGig technologies.
  4. Bidirectional traffic modeling and service differentiation modeling at the MAC layer.
  5. Analyze performance limits and development of decision frameworks, which guide the user for an optimal deployment.
  6. Development of efficient dynamic and adaptive MAC models which can enhance performance better utilizing reinforcement learning frameworks.
  7. Development of real-time remote network monitoring and configuration applications.
  8. Real-time testbed deployment of the networks for performance validation of the developed analytical models under real channel conditions.

Journal Publications

  1. M. P. R. S. Kiran and P. Rajalakshmi, "Saturated Throughput Analysis of IEEE 802.11ad EDCA for High Data Rate 5G-IoT Applications," in IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 4774-4785, May 2019. DOI: 10.1109/TVT.2019.2903890
  2. B. Jagadish, P. K. Mishra, M. P. R. S. Kiran and P. Rajalakshmi, "A Real-Time Health 4.0 Framework with Novel Feature Extraction and Classification for Brain-Controlled IoT-Enabled Environments," in Neural Computation, vol. 31, no. 10, pp. 1915-1944, Oct. 2019. DOI: 10.1162/neco_a_01223
  3. M. P. R. S. Kiran, V. Subrahmanyam and P. Rajalakshmi, "Novel Power Management Scheme and Effects of Constrained On-Node Storage on Performance of MAC Layer for Industrial IoT Networks," in IEEE Transactions on Industrial Informatics, vol. 14, no. 5, pp. 2146-2158, May 2018. DOI: 10.1109/TII.2017.2766783
  4. M. P. R. S. Kiran and P. Rajalakshmi, "Performance Analysis of CSMA/CA and PCA for Time Critical Industrial IoT Applications," in IEEE Transactions on Industrial Informatics, vol. 14, no. 5, pp. 2281-2293, May 2018. DOI: 10.1109/TII.2018.2802497
  5. M. P. R. S. Kiran, Y. R. V. Prasad and P. Rajalakshmi P, "Modeling and Analysis of IEEE 802.15. 4 Multi-hop Networks for IoT Applications," in Wireless Personal Communications, vol. 100, mo. 2, pp. 429-448, Nov. 2017. DOI: 10.1007/s11277-017-5082-6
  6. M. P. R. S. Kiran, P. Rajalakshmi, Y. S. Krishna and A. Acharyya, "System Architecture for Low-Power Ubiquitously Connected Remote Health Monitoring Applications With Smart Transmission Mechanism," in IEEE Sensors Journal, vol. 15, no. 8, pp. 4532-4543, Aug. 2015. DOI: 10.1109/JSEN.2015.2413836
  7. R. V. P. Yerra, M. P. R. S. Kiran and R. Pachamuthu, "Reliability and Delay Analysis of Slotted Anycast Multi-Hop Wireless Networks Targeting Dense Traffic IoT Applications," in IEEE Communications Letters, vol. 19, no. 5, pp. 727-730, May 2015. DOI: 10.1109/LCOMM.2015.2401582

Conference Papers

  1. Mishra, P. K., Jagadish. B, M. P. R. S. Kiran and P. Rajalakshmi, "A Novel Classification for EEG Based Four Class Motor Imagery Using Kullback-Leibler Regularized Riemannian Manifold," 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), Ostrava, 2018, pp. 1-5. DOI: 10.1109/HealthCom.2018.8531086 (Received “Outstanding Paper Award”)
  2. M. P. R. S. Kiran, P. Rajalakshmi, M. K. Giluka and B. R. Tamma, "A novel system architecture for real-time, robust and accurate step detection for PDR based indoor localization," 2018 IEEE 4th World Forum on Internet of Things (WF-IoT), Singapore, 2018, pp. 754-759. DOI: 10.1109/WF-IoT.2018.8355188
  3. B. Jagadish, M. P. R. S. Kiran and P. Rajalakshmi, "A novel system architecture for brain controlled IoT enabled environments," 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom), Dalian, 2017, pp. 1-5. DOI: 10.1109/HealthCom.2017.8210814
  4. M. P. R. S. Kiran, Y. R. V. Prasad, V. Subrahmanyam and P. Rajalakshmi, "Performance analysis of IEEE 802.15.4 MAC layer: Prospect for multi-hop networks," 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Bangalore, 2016, pp. 1-6. DOI: 10.1109/ANTS.2016.7947794
  5. Raja Vara Prasad Y, M. P. R. S Kiran and , P. Rajalakshmi. "Analytical Model of Relay Node Integrating IEEE 802.15.4 MAC and Energy Conserving State Behaviour" in 18th International Symposium on Wireless Personal Multimedia Communications (WPMC’15), Dec, 2015
  6. Y. SivaKrishna, M. P. R. S. Kiran et al., "Performance analysis of hybrid multiple radio IoT architecture for ubiquitous connectivity," 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT), Milan, 2015, pp. 198-203. DOI: 10.1109/WF-IoT.2015.7389052
  7. M. P. R. S. Kiran, Y. S. Krishna, P. Rajalakshmi and A. Acharyya, "System Architecture for Smart Ubiquitous Health Monitoring System with Area Optimization in Multiple On-chip Radios Scenario," 2014 Fifth International Symposium on Electronic System Design, Surathkal, 2014, pp. 140-144. DOI: 10.1109/ISED.2014.36
  8. N. Vemishetty, M. P. R. S. Kiran et al., "An on-chip robust Real-time Automated Non-invasive Cardiac Remote Health Monitoring Methodology," Computing in Cardiology 2014, Cambridge, MA, 2014, pp. 249-252.
  9. M. P. R. Sai Kiran, P. Rajalakshmi and B. Jagadish, "IoT enabled communication device with mixer less low complex QPSK based transmitter architecture for low frequency applications," 2014 International Symposium on Wireless Personal Multimedia Communications (WPMC), Sydney, NSW, 2014, pp. 316-321. DOI: 10.1109/WPMC.2014.7014837
  10. M. P. R. S. Kiran, P. Rajalakshmi and A. Acharyya, "Context predictor based sparse sensing technique and smart transmission architecture for IoT enabled remote health monitoring applications," 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, IL, 2014, pp. 4151-4154. DOI: 10.1109/EMBC.2014.6944538
  11. M. P. R. S. Kiran, P. Rajalakshmi, K. Bharadwaj and A. Acharyya, "Adaptive rule engine based IoT enabled remote health care data acquisition and smart transmission system," 2014 IEEE World Forum on Internet of Things (WF-IoT), Seoul, 2014, pp. 253-258. DOI: 10.1109/WF-IoT.2014.6803168