RADIO ASTRONOMY: CARSE PROJECT
OVERCOMING CHALLENGES IN RADIO ASTRONOMY: DETECTING WEAK SIGNALS AMIDST MAN-MADE INTERFERENCE
Radio astronomy offers a unique lens to explore the universe by analyzing faint radio signals emitted by celestial objects. However, a significant challenge faced by radio astronomers is the pervasive interference from man-made radio frequency transmissions. These signals, originating from sources such as cell phones, satellites, and electronic devices, are overwhelmingly stronger than the delicate signals from cosmic sources. This disparity complicates the process of isolating and interpreting astronomical data. Although certain frequency bands are designated and protected for radio astronomy, these restrictions limit observational flexibility, particularly in frequency ranges where valuable astronomical information can be obtained. To address this, researchers are developing advanced noise-canceling technologies to extend the capability of radio telescopes beyond these protected bands.
The project focuses on detecting weak astronomical signals within two specific frequency ranges: 30–40 MHz and 1.4–3.4 GHz. The 30–40 MHz range is of interest because it allows the detection of carbon recombination lines from the interstellar medium. These lines provide critical insights into the composition and conditions of interstellar gas. The 1.4–3.4 GHz range, on the other hand, enables the study of spectral lines of OH and CH molecules, which are present in CO dark molecular clouds. These clouds are rich in information about star formation and the chemical evolution of galaxies, making their observation a priority for astronomers.
To tackle the interference issue and detect these weak signals, researchers are employing state-of-the-art technologies. Central to the solution is the development of systems that incorporate Field-Programmable Gate Arrays (FPGAs), 100 Gbps Ethernet connections, and sensitive analog devices. FPGAs, particularly the RFSoC 4×2 board from Xilinx, are critical in this endeavor due to their high-performance capabilities. These boards come equipped with built-in analog-to-digital converters (ADCs), which allow the precise sampling of analog signals from radio telescopes. The sampled signals from four channels can be packetized and transmitted to a server via high-speed Ethernet, ensuring efficient data processing. Engineers play a pivotal role in this effort by designing and implementing firmware for these FPGA boards, enabling the circuits to perform the necessary signal processing.
The mitigation strategy under consideration involves an adaptive signal cancellation technique inspired by the noise-canceling technology found in advanced headphones. In this method, reference antennas are used to capture the unwanted man-made interference signals. These reference signals are then processed and subtracted from the data collected by the radio telescope, effectively canceling out the interference and leaving behind the faint astronomical signals. Developing a system to implement this technique requires precise hardware and software integration, including the ability to record voltages from the telescope and reference antennas simultaneously.
This project also presents an exceptional learning opportunity for students, allowing them to participate in cutting-edge research and system development. By building instruments, deploying them at field stations, and collecting data, students gain hands-on experience in the practical aspects of radio astronomy. Additionally, they learn to implement complex signal processing algorithms to extract spectral lines from the data, further enhancing their understanding of the field.
The collaboration involves multiple academic institutions, including the University of Central Florida, the University of California at Berkeley, Brigham Young University, and the University of Puerto Rico, Mayagüez. Such partnerships foster innovation and knowledge-sharing, ensuring that the latest technological advancements are applied to address the pressing challenges in radio astronomy.
In conclusion, detecting weak astronomical signals amidst the overwhelming interference of man-made radio frequencies represents one of the most significant challenges in radio astronomy today. Through the development of adaptive noise-canceling techniques, advanced FPGA systems, and collaborative efforts, this project aims to expand the observational capabilities of radio telescopes. By doing so, it not only advances our understanding of the universe but also equips the next generation of scientists and engineers with the tools and knowledge to tackle similar challenges in the future.
*Source Material Writing Credits: D. Anish Roshi in collaboration with The University of Central Florida, Berkely, Brigham Young University, Uta & University of Puerto Rico, Mayaguez
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The RFSoC 4×2 is a FPGA board with one of the Xilinx’s latest and most advanced FPGA chips. The FPGA has built-in analog to digital converters (ADCs). We would like to use four of these ADCs to sample the analog signals from the 4 channels, packetize it and send it to a server through a 100 Gbps ethernet link. We are looking for an engineer who is interested in developing firmware to implement the needed circuit in the FPGA.