Improved spectrum sensing for OFDM cognitive radio in the presence of timing offset

Spectrum sensing is an important aspect of an (interweave) cognitive radio network. In the particular case of orthogonal frequency division multiplexing (OFDM) transmission, many previous spectrum sensing algorithms have utilized the unique correlation properties provided by the cyclic prefix (CP). However, they have also had to both estimate and compensate for the inherent timing offset of a practical system. This is because the timing offset will affect both the test statistic and the threshold, and the inaccurate estimation of timing offset will lead to poor performance. So in this paper, we propose an improved CP detector by constructing a likelihood ratio test (LRT) based on the multivariate probability density functions (pdf) of a particular auto-correlation vector that is chosen to exploit the existence of the CP. This leads to ‘probability of detection’ (Pd) and ‘probability of false alarm’ (Pf) terms that are actually independent of timing offset, and we can get an accurate threshold without estimating timing offset. Simulation results illustrate that the proposed algorithm outperforms existing methods, even for low SNR values. Finally, we show how the algorithm’s parameters must be carefully chosen in a trade-off between spectrum sensing success and overall system performance

Melatonin supplementation to the freezing medium enhances post-thaw sperm quality and fertility of giant grouper (Epinephelus lanceolatus)

Giant grouper (Epinephelus lanceolatus) is not only favored in the international live reef-fish trade but also a promising species for mariculture in coastal communities throughout Asia. Sperm cryopreservation contributes to the extensive utilization of artificial insemination in grouper aquaculture industry. Inevitable damage during the process of freezing can negatively affect post-thaw sperm quality and fertility, thus hindering its routine application in practice. Melatonin is an antioxidant that can protect sperm from the adverse effects of cryopreservation in a variety of species. This study was aimed to assess the effect of melatonin addition on post-thaw sperm function of giant grouper. Semen samples were cryopreserved with freezing medium containing different final concentrations of melatonin (1, 2 and 4 μM) and the control group (without melatonin). After thawing, multiple sperm functional parameters were evaluated. Generally, a positive effect on cryopreservation was observed for all doses of melatonin. Melatonin treatment at 1 and 2 μM seemed to be efficient in preventing sperm cryodamage, which yielded significantly higher total motility, progressive motility, mitochondrial membrane potential (P < 0.05) and improved velocity (VCL, VAP, VSL) compared to controls. Lower apoptotic-like changes were detected at 2 μM treatment. Samples frozen with melatonin also contributed to greater sperm viability and lesser DNA damage. Although not statistically different from control, a reduction in intracellular ROS was found under the melatonin treatments. Moreover, melatonin supplementation improved the fertility of frozen-thawed sperm, which increased significantly the hatching rate under a limited sperm/egg ratio (10,000:1). Hence, our study suggests inclusion of melatonin to semen extender can improve the post-thaw quality of cryopreserved giant grouper spermatozoa, the recommended concentration of melatonin is 1–2 μM in the cryomedium

A Probiotic Formula for Modulation of Colorectal Cancer Risk via Reducing CRC-Associated Bacteria

Gut microbiota dysbiosis with increased pathogenic bacteria and decreased beneficial bacteria is associated with colorectal cancer (CRC) development. This study examined the effect of a newly developed probiotic formula in modulating CRC-related bacteria. We developed a probiotic formula containing three bifidobacteria (B. adolescentis, B. longum, and B. bifidum) based on the identification of bacterial species that showed significant correlations with CRC-related bacteria including Fusobacterium nucleatum (Fn), Lachnoclostridium sp. m3, Clostridium hathewayi (Ch), and Bacteroides clarus (Bc). We co-cultured Fn with each bifidobacterium or the combined formula and examined the growth of Fn by qPCR. The three individual bifidobacteria significantly inhibited the growth of Fn compared to the control treatment (24~65% inhibition; all p Fn growth (70% inhibition) than the individual bifidobacteria (all p Fn, m3, Ch, and Bc) were quantitated by qPCR before and after the intervention, and the combined CRC risk score (4Bac; Fn, m3, Ch, and Bc) was evaluated. Subjects with probiotics intervention showed significantly increased abundances of the bifidobacteria from week 2 to week 5 compared to baseline (p Fn and m3) and the CRC risk score (4Bac) from week 2 to week 12 compared to baseline levels (p B. adolescentis, B. longum, and B. bifidum was effective in inhibiting the growth of F. nucleatum in vitro and improving the gut microbial environment against CRC development

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR