Browsing by Author "Islam, Md. Aminul"

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Enhanced Localization Infrastructure for 6G Cellular Network
(International Islamic University Chittagong, 2024-02) Islam, Md. Aminul
Information about the whereabouts of oneself or our cell phones has always been crucial to humans. Technological advancements have supported us across various domains, spanning from interior environments to outdoor global positioning systems. However, achieving real-time indoor positioning has remained a formidable task. The requirement for enhanced positioning has gained prominence in the context of the emergence of 6G cellular networks. The introduction of novel radio technologies, characterized by reduced end-to-end latency, specialized control protocols, and increased processing capacity at the network edge, has opened doors to harnessing the 6G cellular network’s full potential for precise localization in indoor and outdoor settings. Within the 6G cellular network context, this study successfully implemented the classic signal fingerprinting approach using the Received Signal Strength Indicator in a combination with machine learning algorithms. Consequently, it proposed an improved positioning strategy designed for indoor localization scenarios in the next 6G cellular network environment. Using this method, with two datasets, the mean error distance of 0.08025523, meaning an accuracy of 99.92% and 0.10692412 was achieved, which is 99.89% accuracy respectively.
Malaysia’s Experience with Poverty Reduction : Lessons for Bangladesh
(Centre for Research on Islamic Management and Business, 2014-12) Haque, Md. Shariful; Islam, Md. Aminul; Bakar, Rosni
Malaysia is experiencing a prominent and promising economic rise and has set many instances of development of not only social enterprises but also a total development. This paper is penned with a view to approaching some facts and figures concerned to the Development Policy of Malaysia, and then to furnish some policy prescriptions for the development of Bangladesh. This is all through a conceptual paper where the review of relevant literatures has been made. It has been evidenced that, in 37 years, poverty incidence has dropped about 48.4%. Not only that, the incidence has come down at 1.7% in 2012 in peninsular Malaysia when it was 49.3% in 1970. The number of poor households diminished from 1.6 million in 1970 to about 574,000 in 1990 and 228,400 in 2009. The decline in poverty incidence was considerably contributed by high and sustained economic growth during the period, which averaged 6-7% per annum. Some industries, particularly Tourism, have inspired many Malaysians to convert their houses into sales centers. Well framed policy, Political goodwill and stability, Well round trade-offs made many impossible possible in Malaysia.