Aug 2026· International Conference on Artificial Intelligence, Big Data and Electrical Automation· Vol 14319, pp. 143190S - 143190S-6· 0 citations· 7 references
Engineering
Abstract
To address the challenges of high costs and limited storage capacity for transmitting and storing large datasets in contemporary hydroacoustic sensing systems for marine environmental monitoring, a low-cost, high-precision hydrophone array data acquisition system optimized for weak signal detection has been developed. The central control unit is based on the STM32F429 microcontroller, which operates in a parallel software execution mode to control the AD7606C-16 for signal acquisition during external interrupts. Data is stored in SRAM in a double-buffering mode and processed using a collaborative compression algorithm. This algorithm combines an adaptive differential encoding scheme for the upper 8 bits and an integer u-law encoding scheme for the lower 8 bits. The processed data is subsequently stored on an SD card and uploaded to the host computer via a USB-TTL module. The system achieves a real-time continuous storage rate with eight channels at 120 kSPS per channel. The sector-level data reconstruction test achieved a compression rate of 68.9% and real-time continuous storage with an absolute error of 5.82mv. Testing in an anechoic pool confirmed the system adheres to performance specifications, operates stably and reliably, and demonstrates practical deployment value.
As the size of hydrophone arrays continues to grow and the number of elements steadily increases, acoustic data acquisition systems are facing increasingly stringent demands in terms of channel count, data collection efficiency, and synchronization accuracy. To meet these challenges, a 32-channel synchronous hydroacous...
The FRB telescope array, located in Pāhala, Hawaiʻi, serves as an outrigger station for the leading fast radio burst (FRB) detection project: CHIME (the Canadian Hydrogen Intensity Mapping Experiment) led by the Trottier Space Institute at McGill University. The Hawaiʻi station enhances CHIME’s baseline, providing impr...
Sally S. M. Lau, Ming-Tang Chen, R. Chilson et al.· Astronomical Telescopes + In...· 0 citations
To address the need for low-power, real-time underwater acoustic signal processing and autonomous target detection on deep-sea unmanned mobile platforms, such as profiling acoustic buoys and underwater gliders, this study developed an embedded Linux-based signal processing system for buoy platforms. Conventional digita...
One of the major challenges in the space science industry is ensuring the accuracy of data received from satellites. Satellites collect data, store it onboard, and transmit it to ground stations when visible. However, data can become corrupt and unusable if the satellite loses connection during transmission. This study...
Themba M. Sivate, V. Balyan· Electrica· 0 citations
Sonar buoys constitute a critical technological instrument for underwater environmental monitoring, with their core function residing in the efficient data acquisition and reliable transmission of environmental parameters. Driven by the continuous iteration and upgrading of data acquisition systems, the industry impose...
Jian Yang, Hua Yang· International Conference on...· 0 citations
The FRB telescope array located in Pāhala, Hawaiʻi, will operate as an outrigger station for CHIME (the Canadian Hydrogen Intensity Mapping Experiment), the leading fast radio burst (FRB) detection project led by the Trottier Space Institute at McGill University. The Hawaiʻi station provides a ~4,700 km baseline with C...
D. Kubo, Sally S. M. Lau, Ming-Tang Chen et al.· Astronomical Telescopes + In...· 0 citations
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