Drawn from empirical studies on spatial cognition, this work explores ways of dynamically integrating others' perspectives and incorporating different views into a single interface for a 3D CVE user. It also designs an empirical study to test the effectiveness of different perspective displays on collaborative navigation performance. Keywords CVE, multiple-perspective, awareness, navigation