A software platform for noise reduction in sound sensor equipped drones
Journal article
| Authors | Kang, Byungseok |
|---|---|
| Abstract | A flying drone provides multiple video capturing options for filming videos. Since a noise is generated by the propellers and rotors of a drone, the quality of sound in the recorded video is quite low. Large drones are used singly in missions while small ones are used in formations or swarms. The small drones are proving to be useful in civilian applications. These are effective with multiple drones. Consideration of small drones for the applications, such as group flight, entertainment, and signal emission lead to deployment of networked drones. To solve the noise problem and develop group display applications, a software platform for these issues in networked drones is proposed. Noise reduction combines the active noise control and spectral subtraction. In addition, drones form group displays for an entertainment and displaying application. We develop a small-scale testbed to measure the service quality of proposed platform. The experimental results show that the proposed noise reduction produces a speech signal with up to 67.5% similarity to the original signal. It outperforms active noise control and spectral subtraction with the similarities of 53.1% and 39.6%, respectively. We see that drone formation can form a group display to show messages effectively. |
| Keywords | drone; sensor; noise reduction |
| Year | 2019 |
| Journal | IEEE Sensors Journal |
| Publisher | IEEE |
| ISSN | 1530437X |
| 15581748 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1109/JSEN.2019.2927370 |
| Web address (URL) | http://hdl.handle.net/10545/624255 |
| hdl:10545/624255 | |
| Publication dates | 08 Jul 2019 |
| Publication process dates | |
| Deposited | 25 Oct 2019, 13:17 |
| Accepted | Jul 2019 |
| Contributors | University of Derby |
| File | File Access Level Open |
https://repository.derby.ac.uk/item/94qz2/a-software-platform-for-noise-reduction-in-sound-sensor-equipped-drones
Download files
351
total views0
total downloads5
views this month0
downloads this month
Export as
Related outputs
Internet of Planets (IoP): A New Era of the Internet
Kang, Byungseok, Malute, Francis, Bagdasar, Ovidiu and Hong, Choongseon 2021. Internet of Planets (IoP): A New Era of the Internet. IT Professional. 23 (3), pp. 76-81. https://doi.org/10.1109/mitp.2021.3068763CloudIoT-based Jukebox Platform: a music player for mobile users in Café
Kang, Byungseok, Lee, Joohyun, Bagdasar, Ovidiu and Choo, Hyunseung 2020. CloudIoT-based Jukebox Platform: a music player for mobile users in Café. Journal of Internet Technology. https://doi.org/10.3966/160792642020092105012A location aware fast PMIPv6 for low latency wireless sensor networks
Kang, Byungseok 2019. A location aware fast PMIPv6 for low latency wireless sensor networks. IEEE Sensors. https://doi.org/10.1109/JSEN.2019.2925637An SDN-enhanced load balancing technique in the cloud system.
Kang, Byungseok and Choo, Hyunseung 2016. An SDN-enhanced load balancing technique in the cloud system. The Journal of Supercomputing. https://doi.org/10.1007/s11227-016-1936-zInternet of everything: A large-scale autonomic IoT gateway
Kang, Byungseok, Kim, Daecheon and Choo, Hyunseung 2017. Internet of everything: A large-scale autonomic IoT gateway. IEEE Transactions on Multi-Scale Computing Systems. https://doi.org/10.1109/TMSCS.2017.2705683A deep-learning-based emergency alert system
Kang, Byungseok and Choo, Hyunseung 2016. A deep-learning-based emergency alert system. ICT Express. https://doi.org/10.1016/j.icte.2016.05.001A distributed delay-efficient data aggregation scheduling for duty-cycled WSNs
Kang, Byungseok, Nguyen, Phan, Zalyubouskiy, Vyacheslav and Choo, Hyunseung 2017. A distributed delay-efficient data aggregation scheduling for duty-cycled WSNs. IEEE Sensors Journal. https://doi.org/10.1109/JSEN.2017.2692246An experimental study of a reliable IoT gateway
Kang, Byungseok and Choo, Hyunseung 2017. An experimental study of a reliable IoT gateway. ICT Express. https://doi.org/10.1016/j.icte.2017.04.002An energy efficient routing scheme by using GPS information for wireless sensor networks
Kang, Byungseok and Choo, Hyunseung 2018. An energy efficient routing scheme by using GPS information for wireless sensor networks. International Journal of Sensor Networks. https://doi.org/10.1504/IJSNET.2018.093130Channel and timeslot co-scheduling with minimal channel switching for data aggregation in MWSNs.
Yeoum, Sanggil, Kang, Byungseok, Lee, Jinkyu and Choo, Hyunseung 2017. Channel and timeslot co-scheduling with minimal channel switching for data aggregation in MWSNs. Sensors. https://doi.org/10.3390/s17051030Trail-using ant behavior based energy-efficient routing protocol in wireless sensor networks.
Jung, Soon-gyo, Kang, Byungseok, Yeoum, Sanggil and Choo, Hyunseung 2016. Trail-using ant behavior based energy-efficient routing protocol in wireless sensor networks. International Journal of Distributed Sensor Networks. https://doi.org/10.1155/2016/7350427Distributed degree-based link scheduling for collision avoidance in wireless sensor networks.
Kang, Byungseok, Myoung, Sungho and Choo, Hyunseung 2016. Distributed degree-based link scheduling for collision avoidance in wireless sensor networks. IEEE Access. https://doi.org/10.1109/ACCESS.2016.2622720Developing route optimization-based PMIPv6 testbed for reliable packet transmission.
Kang, Byungseok, Kwon, Namyeong and Choo, Hyunseung 2016. Developing route optimization-based PMIPv6 testbed for reliable packet transmission. IEEE Access. https://doi.org/10.1109/ACCESS.2016.2541164