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On the Characters and the Plancherel Formula of Nilpotent Groups ...

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SIZES OF COMPACT SUBSETS OF HILBERT SPACE 295<br />

for all s in T, <strong>and</strong> for any t in T such that d(s, t) < 1/2no+a, we have<br />

I L(s) (w) -L(t) (w> I < 8.<br />

Letting 6 4 0, we see that L is uniformly continuous on T with<br />

probability 1. Q.E.D.<br />

COROLLARY 3.2. If S is a subset <strong>of</strong> a Hilbert space <strong>and</strong> r(S) < 2,<br />

<strong>the</strong>n S is a GC-set.<br />

There are numerous examples <strong>of</strong> sets S with 7(s) = 2 which are<br />

nei<strong>the</strong>r GC- nor GB-sets; see, e.g., Section 6 below. Moreover,<br />

Theorem 7.1 below <strong>and</strong> its partial converse, due to Fernique [7],<br />

indicate that, even when specialized to stochastic processes on <strong>the</strong> real<br />

line, Theorem 3.1 is essentially <strong>the</strong> best possible result <strong>of</strong> its kind.<br />

However, we prove in Proposition 6.10(a) below that no sufficient<br />

condition for <strong>the</strong> GC-property <strong>of</strong> a Banach ball in terms <strong>of</strong> H(S, E)<br />

is necessary, i.e., <strong>the</strong> GC-property is not a “monotone function” <strong>of</strong><br />

<strong>the</strong> function E + H(S, l ) as E J 0. Yet I make<br />

Conjecture 3.3. If S is a GB-set (<strong>and</strong> hence if S is a compact<br />

GC-set), <strong>the</strong>n r(S) < 2.<br />

In Sections 6 <strong>and</strong> 7 below, Conjecture 3.3 is proved in a number<br />

<strong>of</strong> special cases. In <strong>the</strong> general case, I shall prove at present only <strong>the</strong><br />

following:<br />

PROPOSITION 3.4. If S is a GB-set <strong>the</strong>n S is totally bounded<br />

(i.e., its closure is compact).<br />

Pro<strong>of</strong>. If S is a GB-set, it is certainly bounded. Suppose it is not<br />

totally bounded. Then for some E > 0 <strong>the</strong>re is an infinite sequence<br />

{ fj}& in S such that <strong>the</strong> distance <strong>of</strong> fi+l from <strong>the</strong> linear span Fi <strong>of</strong><br />

fi ,..., fi is at least E for all j. Let<br />

where ]I g, I/ >, E <strong>and</strong> g, 1. F, . Given M > 0, let<br />

Then<br />

A,={w:max(lL(f,)I:l~j~n} WI<br />

= Pr W5J > M) Pr &J/2.

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