An implementation of IoT-based microwave sensing system for the evaluation of tissues moisture

被引:22
作者
Jilani, Muhammad Taha [1 ]
Rehman, Muhammad Zaka Ur [2 ]
Khan, Abid Muhmmad [2 ]
Chughtai, Omer [3 ]
Abbas, Muhammad Azeem [2 ]
Khan, Muhammad Talha [2 ]
机构
[1] Karachi Inst Econ & Technol, Karachi, Sindh, Pakistan
[2] Univ Teknol PETRONAS, Seri Iskandar, Perak, Malaysia
[3] COMSATS Inst Informat Technol, Islamabad, Islamabad Capit, Pakistan
来源
MICROELECTRONICS JOURNAL | 2019年 / 88卷
关键词
Internet of Things; Microwave sensor; Tissue moisture content; Dielectric spectroscopy; Meat quality monitoring; Water holding capacity; Bluetooth low energy; MEAT; INTERNET; THINGS; SPECTROSCOPY; SENSOR; PALE; SOFT;
D O I
10.1016/j.mejo.2018.03.006
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Internet-of-Things (IoT) is no longer just a buzzword. "Things" that are immensely connecting to the Internet, are now creating "Smart" systems. However, heterogeneous devices and the dominance of propriety protocols are still the major challenges for practical application of such systems. This research work presents a practical application of a real-time microwave sensing system for the evaluation of tissues moisture. The work addresses two major challenges; first, the use of a highly sensitive microwave sensor to determine tissue moisture; second, to share the measurement with the remote users through an IoT-based system over the Bluetooth low-energy radio using open standards and protocols. The prototype shows significant changes in its resonance frequency, return loss and bandwidth (5.5%-26%) for the measured moisture content, which is also validated. This implementation demonstrates the feasibility of real-time monitoring of food quality. It also enables data-analytics that may help the industries to improve product quality, supply-chain and predicts demand in a more effective manner.
引用
收藏
页码:117 / 127
页数:11
相关论文
共 42 条
[1]   Study of non-linear variation of dielectric constant with moisture for mug grains using microstrip ring structure [J].
Abegaonkar, MP ;
Karekar, RN ;
Cho, YK ;
Aiyer, RC .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2003, 36 (03) :221-224
[2]   A comparison of 802.11ah and 802.15.4 for IoT [J].
Ahmed, N. ;
Rahman, H. ;
Hussain, Md. I. .
ICT EXPRESS, 2016, 2 (03) :100-102
[3]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[4]  
[Anonymous], 2004, MICROWAVE ELECT MEAS
[5]   The Internet of Things: A survey [J].
Atzori, Luigi ;
Iera, Antonio ;
Morabito, Giacomo .
COMPUTER NETWORKS, 2010, 54 (15) :2787-2805
[6]   Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards [J].
Baronti, Paolo ;
Pillai, Prashant ;
Chook, Vince W. C. ;
Chessa, Stefano ;
Gotta, Alberto ;
Hu, Y. Fun .
COMPUTER COMMUNICATIONS, 2007, 30 (07) :1655-1695
[7]   MEASUREMENT OF DIELECTRIC-CONSTANT USING A MICROSTRIP RING RESONATOR [J].
BERNARD, PA ;
GAUTRAY, JM .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1991, 39 (03) :592-595
[8]   Internet of Things for Enterprise Systems of Modern Manufacturing [J].
Bi, Zhuming ;
Xu, Li Da ;
Wang, Chengen .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (02) :1537-1546
[9]  
Burkhardt Jochen, 2002, PERVSIVE COMPUTING T
[10]   Development of a dielectric spectroscopy technique for the determination of key biochemical markers of meat quality [J].
Castro-Giraldez, Marta ;
Dols, Laura ;
Toldra, Fidel ;
Fito, Pedro .
FOOD CHEMISTRY, 2011, 127 (01) :228-233