A 65-year-old man with chronic obstructive pulmonary disease presents with increased dyspnoea, sputum volume, and purulence over 3 days. He is afebrile, respiratory rate is 24, and oxygen saturation is 90% on room air. According to COPD exacerbation management principles, what is the most appropriate treatment?