Search Results - "Islam, Nahina"

A Systematic Literature Review on Crop Yield Prediction with Deep Learning and Remote Sensing by Muruganantham, Priyanga, Wibowo, Santoso, Grandhi, Srimannarayana, Samrat, Nahidul Hoque, Islam, Nahina

“…Deep learning has emerged as a potential tool for crop yield prediction, allowing the model to automatically extract features and learn from the datasets…”
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Greenhouse Gas Emissions Trends and Mitigation Measures in Australian Agriculture Sector—A Review by Panchasara, Heena, Samrat, Nahidul, Islam, Nahina

“…Agriculture is an important source of greenhouse gas emissions. It is one of the economic sectors that impacts both directly and indirectly towards climate…”
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Vulnerability and Impact Analysis of the IEC 61850 GOOSE Protocol in the Smart Grid by Reda, Haftu Tasew, Ray, Biplob, Peidaee, Pejman, Anwar, Adnan, Mahmood, Abdun, Kalam, Akhtar, Islam, Nahina

“…IEC 61850 is one of the most prominent communication standards adopted by the smart grid community due to its high scalability, multi-vendor interoperability,…”
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Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm by Islam, Nahina, Rashid, Md Mamunur, Wibowo, Santoso, Xu, Cheng-Yuan, Morshed, Ahsan, Wasimi, Saleh A., Moore, Steven, Rahman, Sk Mostafizur

“…This paper explores the potential of machine learning algorithms for weed and crop classification from UAV images. The identification of weeds in crops is a…”
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A Review of Flying Ad Hoc Networks: Key Characteristics, Applications, and Wireless Technologies by Pasandideh, Faezeh, da Costa, João Paulo J., Kunst, Rafael, Islam, Nahina, Hardjawana, Wibowo, Pignaton de Freitas, Edison

“…Recent advances in unmanned aerial vehicles (UAVs), or drones, have made them able to communicate and collaborate, forming flying ad hoc networks (FANETs)…”
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Energy Efficient and Delay Aware 5G Multi-Tier Network by Islam, Nahina, Alazab, Ammar, Agbinya, Johnson

“…Multi-tier heterogeneous Networks (HetNets) with dense deployment of small cells in 5G networks are expected to effectively meet the ever increasing data…”
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Rapid Estimation of Moisture Content in Unpeeled Potato Tubers Using Hyperspectral Imaging by Muruganantham, Priyanga, Samrat, Nahidul Hoque, Islam, Nahina, Johnson, Joel, Wibowo, Santoso, Grandhi, Srimannarayana

“…Potato (Solanum tuberosum L.) is one of the most significant vegetable crops grown globally, especially in developing countries. Over the last few years,…”
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Opportunities and Challenges for Error Correction Scheme for Wireless Body Area Network—A Survey by Kadel, Rajan, Islam, Nahina, Ahmed, Khandakar, Halder, Sharly J.

“…This paper offers a review of different types of Error Correction Scheme (ECS) used in communication systems in general, which is followed by a summary of the…”
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Energy efficient and delay aware ternary-state transceivers for aerial base stations by Islam, Nahina, Sithamparanathan, Kandeepan, Chavez, Karina Gomez, Scott, James, Eltom, Hamid

“…In recent times, Aerial Base Stations(AeBSs) are being investigated to provide wireless coverage to terrestrial radio terminals. There are many advantages of…”
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AI-based seagrass morphology measurement by Halder, Sajal, Islam, Nahina, Ray, Biplob, Andrews, Elizabeth, Hettiarachchi, Pushpika, Jackson, Emma

“…Seagrass meadows are an essential part of the Great Barrier Reef ecosystem, providing various benefits such as filtering nutrients and sediment, serving as a…”
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Enhanced MANET security using artificial immune system based danger theory to detect selfish nodes by Jim, Lincy E., Islam, Nahina, Gregory, Mark A.

“…The dynamic distributed topology of a Mobile Ad Hoc Network (MANET) provides many challenges including decentralized infrastructure wherein each node acts as…”
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Forest Land Cover Changes and Its Socio-economic Consequences on South-eastern Part of Bangladesh by Samrat, Nahidul Hoque, Islam, Nahina, Haque, Amlan

“…Hill forest vegetation cover in the southeastern part of Bangladesh has been facing degradation and depletion over a few decades. The forest estimation and…”
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Optimal rate adaptation for energy efficiency with MQAM and MFSK by Islam, Nahina, Kandeepan, Sithamparanathan, Scott, James

“…In this paper we analyse the energy efficiency of MQAM and MFSK for short range wireless transmissions, up to a few 100's of meters, and propose optimum rate…”
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Comparison of Channel Models for Wireless Body Area Networks (WBANs) by Kadel, Rajan, Islam, Nahina

“…This paper performs comparison of several path loss channel models proposed for wireless body area network (WBAN) for various frequency bands. The comparison…”
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IoT Based Smart Farming: Are the LPWAN Technologies Suitable for Remote Communication? by Islam, Nahina, Ray, Biplob, Pasandideh, Faezeh

“…The Internet of Things (IoT) has changed the definition of smart farming and enhanced it's capabilities to monitor and assess crop and soil quality; to plan…”
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A Reinforcement Learning Based Algorithm Towards Energy Efficient 5G Multi-Tier Network by Islam, Nahina, Alazab, Ammar, Alazab, Mamoun

“…Energy efficiency is a key factor in the next generation wireless communication systems. Sleep mode implementation in multi-tier 5G networks has proven to be a…”
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A MDP-based Energy Efficient and Delay Aware Handover Algorithm by Islam, Nahina, Kandeepan, Sithamparanathan, Chavez, Karina Gomez, Scott, James

“…This paper presents a novel energy efficient and delay aware handover decision policy based on Markov decision process (MDP) for a two-tier (macro-femto)…”
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Performance Enhancement of Intrusion detection System Using Bagging Ensemble Technique with Feature Selection by Rashid, Md. Mamunur, Kamruzzaman, Joarder, Ahmed, Mohiuddin, Islam, Nahina, Wibowo, Santoso, Gordon, Steven

“…An intrusion detection system's (IDS) key role is to recognise anomalous activities from both inside and outside the network system. In literature, many…”
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Energy efficiency of cellular base stations with ternary-state transceivers by Islam, Nahina, Kandeepan, Sithamparanathan, Scott, James

“…The energy efficiency of cellular base stations is known to be improved by having the base station in sleep modes whenever possible. In this paper we present…”
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