To ensure payroll accuracy for truck drivers, track hours and miles with ELDs or GPS, classify drivers correctly, and use reliable payroll software. Regularly audit logs and payroll reports, account for per diem and reimbursements, maintain accurate records of benefits, and train payroll staff on industry-specific requirements. Consider utilizing specialized payroll services for trucking companies to streamline processes.