Muhidul Islam Khan

Dr. Muhidul Islam Khan

Thomas Johann Seebeck Department of Electronics, School of Information Technology, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia
orcid

Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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5 July 2018 in IEEE Access
Verified
Journal Article
Open access
MAMuhammad Alam
Muhammad Alam
HMHassan Malik
Hassan Malik
Muhidul Islam KhanMuhidul Islam Khan
Muhidul Islam Khan
Tamás PardyTamás Pardy
Tamás Pardy
AKAlar Kuusik
Alar Kuusik
Yannick Le MoullecYannick Le Moullec
Yannick Le Moullec
The vision of Internet of Things (IoT) is to enable systems across the globe to share data using advanced communication technologies. With the recent technological advancements, IoT-based solutions are no longer a challenging vision. IoT will offer numerous, and potentially revolutionary, benefits to today’s digital world. Future personalized and connected heathcare is one of the promising area to see the benefits of IoT. This paper surveys emerging healthcare applications, including detailed technical aspects required for the realization of a complete endto- end solution for each application. The survey explores the key application-specific requirements from the perspective of communication technologies. Furthermore, a detailed exploration from the existing to the emerging technologies and standards that would enable such applications is presented, highlighting the critical consideration of short-range and long-range communications. Finally, the survey highlights important open research challenges and issues specifically related to IoT-based future healthcare systems.

17 March 2023 in Computer Networks
Verified
Journal Article
Open access
ASAnnisa Sarah
Annisa Sarah
Gianfranco NencioniGianfranco Nencioni
Gianfranco Nencioni
Muhidul Islam KhanMuhidul Islam Khan
Muhidul Islam Khan

1 April 2007
Verified
Conference Paper
Closed access
Muhidul Islam KhanMuhidul Islam Khan
Muhidul Islam Khan
MIM.M. Islam
M.M. Islam
MIMd Nazrul Islam
Md Nazrul Islam
JIJunayed Islam
Junayed Islam
Energy consumption plays a crucial role in wireless sensor networks as these networks are designed to be placed in hostile and non-accessible areas. While battery-driven sensors will run out of battery sooner or later, the use of renewable energy sources such as solar power extends the lifetime of a sensor network. We propose a solar-aware, scheduled clustered routing protocol A-sLEACH which is an extension to sLEACH for routing and MTE for radio model. Simulation results of applying such scheme shows better performance compared to MTE and sLEACH.

18 August 2023 in IEEE Access
Verified
Journal Article
Open access
Muhidul Islam KhanMuhidul Islam Khan
Muhidul Islam Khan
Gianfranco NencioniGianfranco Nencioni
Gianfranco Nencioni
In recent years, there has been a trend to integrate networking and computing systems, whose management is getting increasingly complex. Resource allocation is one of the crucial aspects of managing such systems and is affected by this increased complexity. Resource allocation strategies aim to effectively maximize performance, system utilization, and profit by considering virtualization technologies, heterogeneous resources, context awareness, and other features. In such complex scenario, security and dependability are vital concerns that need to be considered in future computing and networking systems in order to provide the future advanced services, such as mission-critical applications. This paper provides a comprehensive survey of existing literature that considers security and dependability for resource allocation in computing and networking systems. The current research works are categorized by considering the allocated type of resources for different technologies, scenarios, issues, attributes, and solutions. The paper presents the research works on resource allocation that includes security and dependability, both singularly and jointly. The future research directions on resource allocation are also discussed. The paper shows how there are only a few works that, even singularly, consider security and dependability in resource allocation in the future computing and networking systems and highlights the importance of jointly considering security and dependability and the need for intelligent, adaptive and robust solutions. This paper aims to help the researchers effectively consider security and dependability in future networking and computing systems.

24 May 2023 in IEEE Access
Verified
Journal Article
Open access
AIAriful Islam
Ariful Islam
AIAntonin Islam
Antonin Islam
AJAmzad Hossain Jacky
Amzad Hossain Jacky
AAAl- Amin
Al- Amin
Md. Saef Ullah MiahMd. Saef Ullah Miah
Md. Saef Ullah Miah
IHIqbal Hossain
Iqbal Hossain
Healthcare data is highly sensitive and must be safeguarded. Personal and sensitive data, such as names and addresses, is stored in Encrypted Electronic Health Records (EHRs). This paper proposes a Blockchain-based distributed application platform for Bangladesh’s public and private healthcare service providers. The proposed application framework enables users to create secure digital agreements for commerce or collaboration by leveraging data immutability and smart contracts. As a result, all stakeholders can collaborate securely over the same Blockchain network, taking advantage of their data’s openness and read/write nature. The proposed application is made up of various application interfaces for various stakeholders. The proposed solution employs Hyperledger Fabric and Blockchain to ensure data integrity, privacy, permissions, and service availability. In the application portal, each user has a profile. The creation of a unique identity for each user, as well as the establishment of digital information centers across the country, has greatly aided the process. This application collects health data from each user in a systematic manner, which is useful for research institutes and healthcare-related organizations. For this application, a national data warehouse in Bangladesh is feasible, and various healthcare-related analyses can be performed using the collected data, assisting the strategy and planning department in making informed decisions regarding the healthcare sector in Bangladesh. Because Bangladesh has both public and private healthcare providers, a simple digital strategy is essential for all organizations to accomplish their services. This study proposes a solution to achieve this goal.

1 November 2017 in Future Internet
Verified
Journal Article
Open access
PDF file
Muhidul Islam KhanMuhidul Islam Khan
Muhidul Islam Khan
MAMuhammad Alam
Muhammad Alam
Yannick Le MoullecYannick Le Moullec
Yannick Le Moullec
EYElias Yaacoub
Elias Yaacoub
Device-to-device (D2D) communication is an essential feature for the future cellular networks as it increases spectrum efficiency by reusing resources between cellular and D2D users. However, the performance of the overall system can degrade if there is no proper control over interferences produced by the D2D users. Efficient resource allocation among D2D User equipments (UE) in a cellular network is desirable since it helps to provide a suitable interference management system. In this paper, we propose a cooperative reinforcement learning algorithm for adaptive resource allocation, which contributes to improving system throughput. In order to avoid selfish devices, which try to increase the throughput independently, we consider cooperation between devices as promising approach to significantly improve the overall system throughput. We impose cooperation by sharing the value function/learned policies between devices and incorporating a neighboring factor. We incorporate the set of states with the appropriate number of system-defined variables, which increases the observation space and consequently improves the accuracy of the learning algorithm. Finally, we compare our work with existing distributed reinforcement learning and random allocation of resources. Simulation results show that the proposed resource allocation algorithm outperforms both existing methods while varying the number of D2D users and transmission power in terms of overall system throughput, as well as D2D throughput by proper Resource block (RB)-power level combination with fairness measure and improving the Quality of service (QoS) by efficient controlling of the interference level.