I am able to fix it. Issue was with the timezone and time. Time difference between the Canvas and Moodle server should not be more than 5min.
If you want to increase, please change below lines,
protected $timestamp_threshold = 300; // in seconds, five minutes -- line number--->447 in local/ltiprovider/lms-blti/OAuth.php.