Abstract: Systems and methods for product reader control are described. In various aspects, the product reader control is enhanced with image sensor(s) for steering product reader(s) to determine product attributes associated with scanned products. The product reader control system and methods may capture, with the image sensor(s), one or more images associated with a product. The product may have a product identifier and the product may be located within an onsite venue. Based on the detection of the product identifier in the image(s), a first product reader may be steered in a direction of the product, where the first product reader is located within the onsite venue with the product. The first product reader may scan the product such that the scanning determines at least one attribute associated with the product.

Abstract: Systems and methods for adaptively optimizing RFID-based POS performance are described. In various aspects, one or more processors and one or more image sensors are configured to aggregate images, where the images are captured by the image sensor(s) and where the image sensor(s) are associated with an RFID reader. A first density value and a second density value may be determined based on the image(s), where each of the first density value and the second density value is associated with a respective a first or second set of individuals, or a first or second set of products, located within a respective first and second POS lane. The second POS lane is positioned adjacent to the first POS lane. The first density value and the second density value are used to update a reader parameter associated with the RFID reader to optimize the RFID reader.