INTRODUCTION Television remotes have become an essential part of modern entertainment systems. From changing channels and adjusting volume to accessing smart TV applications and voice control features, remotes allow users to operate televisions conveniently. However, remote pairing failures and sensor-related problems can disrupt the viewing experience and make it difficult to control the TV...